gpt-2-Pytorch | Simple Text-Generator with OpenAI gpt | Natural Language Processing library

 by   graykode Python Version: Current License: MIT

kandi X-RAY | gpt-2-Pytorch Summary

kandi X-RAY | gpt-2-Pytorch Summary

gpt-2-Pytorch is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch, Bert applications. gpt-2-Pytorch has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Our model, called GPT-2 (a successor to GPT), was trained simply to predict the next word in 40GB of Internet text. Due to our concerns about malicious applications of the technology, we are not releasing the trained model. As an experiment in responsible disclosure, we are instead releasing a much smaller model for researchers to experiment with, as well as a technical paper. from openAI Blog. This repository is simple implementation GPT-2 about text-generator in Pytorch with compress code.
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            kandi-support Support

              gpt-2-Pytorch has a medium active ecosystem.
              It has 845 star(s) with 209 fork(s). There are 29 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 14 open issues and 2 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of gpt-2-Pytorch is current.

            kandi-Quality Quality

              gpt-2-Pytorch has 0 bugs and 0 code smells.

            kandi-Security Security

              gpt-2-Pytorch has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              gpt-2-Pytorch code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              gpt-2-Pytorch is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              gpt-2-Pytorch releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              gpt-2-Pytorch saves you 169 person hours of effort in developing the same functionality from scratch.
              It has 419 lines of code, 36 functions and 6 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed gpt-2-Pytorch and discovered the below as its top functions. This is intended to give you an instant insight into gpt-2-Pytorch implemented functionality, and help decide if they suit your requirements.
            • Generate text generator
            • Loads weights from a dictionary
            • Given a token return the best word
            • Generate a sequence of logits
            • Get a set of pair pairs from a word
            • Get encoder object
            • Encode text using bpe
            • Compute the logits of the given logits
            • Decode a list of tokens
            • Set embeddings
            • Forward computation
            • Compute attention
            • Splits the input tensors
            • Merge the contents of x
            Get all kandi verified functions for this library.

            gpt-2-Pytorch Key Features

            No Key Features are available at this moment for gpt-2-Pytorch.

            gpt-2-Pytorch Examples and Code Snippets

            No Code Snippets are available at this moment for gpt-2-Pytorch.

            Community Discussions

            QUESTION

            Copy large github file into existing repo without downloading/cloning
            Asked 2020-Jul-13 at 19:20

            How to i add bin file associated to this repo https://github.com/graykode/gpt-2-Pytorch to my existing private repo without downloading/cloning? There is a 500mb file that needs downloading to get the codebase to work that I need in my repo and don't want to download into my small hard disk during the cloning process. It's a noob question but i'm at a complete loss as to how to proceed. Please be nice.

            ...

            ANSWER

            Answered 2020-Jul-13 at 19:20

            You can't, sorry. The maximum file size on Github is 100 MB. And for good reason, Git does not work well with large, binary files.

            Simplest thing is to find a USB key or other external storage and use it as temporary space to store the file while you add it with git-lfs.

            Or don't add the file to your repository. Download and cache it as part of your build process.

            Source https://stackoverflow.com/questions/62881852

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install gpt-2-Pytorch

            download GPT2 pre-trained model in Pytorch which huggingface/pytorch-pretrained-BERT already made! (Thanks for sharing! it's help my problem transferring tensorflow(ckpt) file to Pytorch Model!)
            Now, You can run like this.
            Text from Book 1984, George Orwell
            Also You can Quick Starting in Google Colab

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/graykode/gpt-2-Pytorch.git

          • CLI

            gh repo clone graykode/gpt-2-Pytorch

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            git@github.com:graykode/gpt-2-Pytorch.git

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