Transformer Libraries - Page 1

t
transformersby huggingface

Python dotstar image 104111 dotVersion:Currentdot
License: Permissive (Apache-2.0)

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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            bertby google-research

            Python dotstar image 34473 dotVersion:Currentdot
            License: Permissive (Apache-2.0)

            TensorFlow code and pre-trained models for BERT

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                      vit-pytorchby lucidrains

                      Python dotstar image 14382 dotVersion:Currentdot
                      License: Permissive (MIT)

                      Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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                                unilmby microsoft

                                Python dotstar image 12771 dotVersion:Currentdot
                                License: Permissive (MIT)

                                Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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                                          Python dotstar image 10938 dotVersion:Currentdot
                                          License: Permissive (Apache-2.0)

                                          Multilingual Sentence & Image Embeddings with BERT

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                                                    PaddleNLPby PaddlePaddle

                                                    Python dotstar image 9417 dotVersion:Currentdot
                                                    License: Permissive (Apache-2.0)

                                                    👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

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                                                              bert-as-serviceby hanxiao

                                                              Python dotstar image 9373 dotVersion:Currentdot
                                                              License: Permissive (MIT)

                                                              Mapping a variable-length sentence to a fixed-length vector using BERT model

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                                                                        Python dotstar image 8439 dotVersion:Currentdot
                                                                        License: Permissive (Apache-2.0)

                                                                        Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

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                                                                                  gpt-neoby EleutherAI

                                                                                  Python dotstar image 7866 dotVersion:Currentdot
                                                                                  License: Permissive (MIT)

                                                                                  An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

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                                                                                            Python dotstar image 7565 dotVersion:Currentdot
                                                                                            License: Permissive (MIT)

                                                                                            A PyTorch implementation of the Transformer model in "Attention is All You Need".

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                                                                                                      tokenizersby huggingface

                                                                                                      Rust dotstar image 7111 dotVersion:Currentdot
                                                                                                      License: Permissive (Apache-2.0)

                                                                                                      💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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                                                                                                                GPT2-Chineseby Morizeyao

                                                                                                                Python dotstar image 6977 dotVersion:Currentdot
                                                                                                                License: Permissive (MIT)

                                                                                                                Chinese version of GPT2 training code, using BERT tokenizer.

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                                                                                                                          jukeboxby openai

                                                                                                                          Python dotstar image 6973 dotVersion:Currentdot
                                                                                                                          License: Proprietary (Proprietary)

                                                                                                                          Code for the paper "Jukebox: A Generative Model for Music"

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                                                                                                                                    nmtby tensorflow

                                                                                                                                    Python dotstar image 6232 dotVersion:Currentdot
                                                                                                                                    License: Permissive (Apache-2.0)

                                                                                                                                    TensorFlow Neural Machine Translation Tutorial

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                                                                                                                                              gpt-neoxby EleutherAI

                                                                                                                                              Python dotstar image 5633 dotVersion:Currentdot
                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                              An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

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                                                                                                                                                        BERT-pytorchby codertimo

                                                                                                                                                        Python dotstar image 5545 dotVersion:Currentdot
                                                                                                                                                        License: Permissive (Apache-2.0)

                                                                                                                                                        Google AI 2018 BERT pytorch implementation

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                                                                                                                                                                  Megatron-LMby NVIDIA

                                                                                                                                                                  Python dotstar image 5415 dotVersion:Currentdot
                                                                                                                                                                  License: Proprietary (Proprietary)

                                                                                                                                                                  Ongoing research training transformer models at scale

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                                                                                                                                                                            bertvizby jessevig

                                                                                                                                                                            Python dotstar image 5282 dotVersion:Currentdot
                                                                                                                                                                            License: Permissive (Apache-2.0)

                                                                                                                                                                            BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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                                                                                                                                                                                      DALLE-pytorchby lucidrains

                                                                                                                                                                                      Python dotstar image 5230 dotVersion:Currentdot
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

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                                                                                                                                                                                                dinoby facebookresearch

                                                                                                                                                                                                Python dotstar image 4892 dotVersion:Currentdot
                                                                                                                                                                                                License: Permissive (Apache-2.0)

                                                                                                                                                                                                PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

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                                                                                                                                                                                                          LoRAby microsoft

                                                                                                                                                                                                          Python dotstar image 4881 dotVersion:Currentdot
                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                          Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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                                                                                                                                                                                                                    pytorch-seq2seqby bentrevett

                                                                                                                                                                                                                    Jupyter Notebook dotstar image 4534 dotVersion:Currentdot
                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                    Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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                                                                                                                                                                                                                              Python dotstar image 4459 dotVersion:Currentdot
                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                              中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

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                                                                                                                                                                                                                                        xformersby facebookresearch

                                                                                                                                                                                                                                        Python dotstar image 4418 dotVersion:Currentdot
                                                                                                                                                                                                                                        License: Proprietary (Proprietary)

                                                                                                                                                                                                                                        Hackable and optimized Transformers building blocks, supporting a composable construction.

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                                                                                                                                                                                                                                                  BERTopicby MaartenGr

                                                                                                                                                                                                                                                  Python dotstar image 4329 dotVersion:Currentdot
                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                  Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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                                                                                                                                                                                                                                                            pycorrectorby shibing624

                                                                                                                                                                                                                                                            Python dotstar image 4230 dotVersion:Currentdot
                                                                                                                                                                                                                                                            License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                            pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。

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                                                                                                                                                                                                                                                                      transformerby Kyubyong

                                                                                                                                                                                                                                                                      Python dotstar image 3954 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                      A TensorFlow Implementation of the Transformer: Attention Is All You Need

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                                                                                                                                                                                                                                                                                albert_zhby brightmart

                                                                                                                                                                                                                                                                                Python dotstar image 3823 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                no licences License: No License (No License)

                                                                                                                                                                                                                                                                                A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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                                                                                                                                                                                                                                                                                          simpletransformersby ThilinaRajapakse

                                                                                                                                                                                                                                                                                          Python dotstar image 3698 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                          Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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                                                                                                                                                                                                                                                                                                    deitby facebookresearch

                                                                                                                                                                                                                                                                                                    Python dotstar image 3417 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                    Official DeiT repository

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                                                                                                                                                                                                                                                                                                              spark-nlpby JohnSnowLabs

                                                                                                                                                                                                                                                                                                              Scala dotstar image 3279 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              State of the Art Natural Language Processing

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                                                                                                                                                                                                                                                                                                                        wenetby wenet-e2e

                                                                                                                                                                                                                                                                                                                        C++ dotstar image 3072 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                        License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                        Production First and Production Ready End-to-End Speech Recognition Toolkit

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                                                                                                                                                                                                                                                                                                                                  ViewpagerTransitionby xmuSistone

                                                                                                                                                                                                                                                                                                                                  Java dotstar image 3035 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                  no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                  viewpager with parallax pages, together with vertical sliding (or click) and activity transition

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                                                                                                                                                                                                                                                                                                                                            x-transformersby lucidrains

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 3021 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                            A simple but complete full-attention transformer with a set of promising experimental features from various papers

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                                                                                                                                                                                                                                                                                                                                                      nlp-architectby IntelLabs

                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 2897 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                      License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                      A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

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                                                                                                                                                                                                                                                                                                                                                                GPT2-chitchatby yangjianxin1

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2752 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)

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                                                                                                                                                                                                                                                                                                                                                                          nlp-architectby NervanaSystems

                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 2485 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                          A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

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                                                                                                                                                                                                                                                                                                                                                                                    keras-bertby CyberZHG

                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 2411 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                    Implementation of BERT that could load official pre-trained models for feature extraction and prediction

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                                                                                                                                                                                                                                                                                                                                                                                              AI-Writerby BlinkDL

                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 2190 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                              AI 写小说,生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型,类似 GPT-2 。AI写作。RWKV for Chinese novel generation.

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                                                                                                                                                                                                                                                                                                                                                                                                        PHP dotstar image 2188 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                        Transform PHP data to JavaScript.

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                                                                                                                                                                                                                                                                                                                                                                                                                  DialoGPTby microsoft

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 2181 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                  Large-scale pretraining for dialogue

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                                                                                                                                                                                                                                                                                                                                                                                                                            electraby google-research

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2179 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                            ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

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                                                                                                                                                                                                                                                                                                                                                                                                                                      esmby facebookresearch

                                                                                                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 2078 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                      Evolutionary Scale Modeling (esm): Pretrained language models for proteins

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                                                                                                                                                                                                                                                                                                                                                                                                                                                MAML-Pytorchby dragen1860

                                                                                                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2014 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          reformer-pytorchby lucidrains

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 1911 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reformer, the efficient Transformer, in Pytorch

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    rust-bertby guillaume-be

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Rust dotstar image 1876 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              attention-moduleby Jongchan

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 1814 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        fast-bertby utterworks

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 1793 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Super easy library for BERT based NLP models

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  l
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  longformerby allenai

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 1778 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Longformer: The Long-Document Transformer

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            eccoby jalammar

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebook dotstar image 1719 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      transformersby huggingface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 104111dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                bertby google-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                TensorFlow code and pre-trained models for BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 34473dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          v
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          vit-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 14382dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    unilmby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 12771dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              sentence-transformersby UKPLab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Multilingual Sentence & Image Embeddings with BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 10938dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        P
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PaddleNLPby PaddlePaddle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 9417dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  bert-as-serviceby hanxiao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Mapping a variable-length sentence to a fixed-length vector using BERT model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 9373dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Chinese-BERT-wwmby ymcui
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 8439dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      g
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      gpt-neoby EleutherAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 7866dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                attention-is-all-you-need-pytorchby jadore801120
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A PyTorch implementation of the Transformer model in "Attention is All You Need".
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 7565dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          tokenizersby huggingface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Rustdotstar image 7111dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    GPT2-Chineseby Morizeyao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Chinese version of GPT2 training code, using BERT tokenizer.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 6977dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              j
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              jukeboxby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Code for the paper "Jukebox: A Generative Model for Music"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 6973dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        nmtby tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TensorFlow Neural Machine Translation Tutorial
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 6232dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  gpt-neoxby EleutherAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 5633dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            BERT-pytorchby codertimo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Google AI 2018 BERT pytorch implementation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 5545dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Megatron-LMby NVIDIA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Ongoing research training transformer models at scale
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 5415dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                bertvizby jessevig
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 5282dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          DALLE-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 5230dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    dinoby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 4892dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              LoRAby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 4881dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        pytorch-seq2seqby bentrevett
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 4534dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Chinese-Text-Classification-Pytorchby 649453932
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 4459dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            xformersby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Hackable and optimized Transformers building blocks, supporting a composable construction.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 4418dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      BERTopicby MaartenGr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Leveraging BERT and c-TF-IDF to create easily interpretable topics.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 4329dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                pycorrectorby shibing624
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 4230dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          transformerby Kyubyong
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A TensorFlow Implementation of the Transformer: Attention Is All You Need
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 3954dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    albert_zhby brightmart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 3823dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              simpletransformersby ThilinaRajapakse
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 3698dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        deitby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Official DeiT repository
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 3417dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  spark-nlpby JohnSnowLabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  State of the Art Natural Language Processing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Scaladotstar image 3279dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            wenetby wenet-e2e
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Production First and Production Ready End-to-End Speech Recognition Toolkit
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            C++dotstar image 3072dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ViewpagerTransitionby xmuSistone
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      viewpager with parallax pages, together with vertical sliding (or click) and activity transition
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Javadotstar image 3035dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                x-transformersby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A simple but complete full-attention transformer with a set of promising experimental features from various papers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 3021dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          nlp-architectby IntelLabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2897dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    GPT2-chitchatby yangjianxin1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2752dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              nlp-architectby NervanaSystems
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2485dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        keras-bertby CyberZHG
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Implementation of BERT that could load official pre-trained models for feature extraction and prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2411dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  AI-Writerby BlinkDL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  AI 写小说,生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型,类似 GPT-2 。AI写作。RWKV for Chinese novel generation.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2190dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            PHP-Vars-To-Js-Transformerby laracasts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Transform PHP data to JavaScript.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            PHPdotstar image 2188dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DialoGPTby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Large-scale pretraining for dialogue
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2181dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                electraby google-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2179dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          esmby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Evolutionary Scale Modeling (esm): Pretrained language models for proteins
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    MAML-Pytorchby dragen1860
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              reformer-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reformer, the efficient Transformer, in Pytorch
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  attention-moduleby Jongchan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Super easy library for BERT based NLP models
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      longformerby allenai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Longformer: The Long-Document Transformer
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                eccoby jalammar
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 1719dotUpdated: 1 y agodot License: Permissive (BSD-3-Clause)
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