TUPE | Untied Positional Encoding | Natural Language Processing library
kandi X-RAY | TUPE Summary
kandi X-RAY | TUPE Summary
This repo is to demonstrate TUPE (Transformer with Untied Positional Encoding). The algorithm details could be found in our paper. TUPE can outperform other baselines on GLUE benchmark by a large margin. In particular, it can achieve a higher score than baselines while only using 30% pre-training computational costs. Due to limited computational resources, we use the most widely-used pre-training model, BERT-Base, for verification. However, please note that our method could be used for larger (and better) Transformer-based models, like RoBERTa, ELECTRA and UniLM, and further improve them. Besides, since the modification is simple and easy, you can easily apply TUPE in your models.
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Top functions reviewed by kandi - BETA
- Main entry point
- Validate the dataset
- Transform wikitext into wikitext
- Process a XML dump file
- Clean up text
- Extract magic words
- Performs a single step
- Calculate the approximate square root of the matrix
- Forward computation
- Layer norm
- Generate tokenizer
- Forward encoder
- Find balanced balanced anchors
- Perform forward attention
- Performs a sharp switch
- Configure a registry
- Generate a list of all gather objects
- Reduce process to output queue
- Validate dataset
- Forward the input tensor
- Generate a sentence pair
- Generate the stochastics
- Compute token representation
- Save checkpoint
- Generate light gradient
- Perform a forward projection
- Process the XML dump
- Generate light curve
TUPE Key Features
TUPE Examples and Code Snippets
Community Discussions
Trending Discussions on TUPE
QUESTION
Normally in Haskell, tuples of length one aren't allowed (AFAIK). However, when messing with Template Haskell, I got this:
...ANSWER
Answered 2022-Feb-03 at 21:48There's a Unit
type defined in GHC.Tuple
.
Quoting the source:
QUESTION
Is it possible to customise regular ?Lets say i want it to be heart shape input element, and that heart changes color when its selected.
I was looking at this 2 articles, first documentation on MDN and i didnt see anything that can help me. Is there something I am missing is this even possbile?
...ANSWER
Answered 2021-Sep-16 at 12:55hide the checkbox itself with input { display none; }
. Then add the heart either as SVG or as HTML/Unicode within the label. YOu can use input:checked ~ label
as selector to add changes within CSS.
QUESTION
I am trying to move the asynchronous Axios POST request logic from my registration component into a thunk via the createAsyncThunk.
Here is my registration component
...ANSWER
Answered 2021-Jul-01 at 04:34In the payload creator you should access the thunkAPI
to the getState
method to access the stored registration.user
state.
QUESTION
Hello I am working on a Registration app, I was using useState hook to set the user information and this way it works fine
...ANSWER
Answered 2021-Jul-01 at 01:44The issue here is that your reducer case is expecting a "full set" of state properties to update all at once but the UI is dispatching actions for each sub-state individually.
SolutionI suggest updating the reducer, or rather, add a new reducer to handle setting individual state properties. This leaves the possibility to set the entire state if you want.
QUESTION
I am trying to pass the reservation id from HTML to modal. In pictures, when I click "cancel" next to reservation: preview of the screen A modal appears and it should contain the id number of reservation: preview
Modal pops up but without the reservation id number. Please, what's wrong?
I followed this tutorial: https://www.geeksforgeeks.org/how-to-pass-data-into-a-bootstrap-modal/. Thank you.
Here is my code:
...ANSWER
Answered 2021-Mar-24 at 13:31You are assigning value of {{ histor.booking_id }}
to placeholder instead use value="{{ histor.booking_id }}"
.Then , use class for click event and inside this get value of input using $(this).prev().val()
and put it inside your modal.
Demo Code :
QUESTION
For example,
...ANSWER
Answered 2021-Mar-10 at 06:05There are no arrays in elixir in the first place. There are only lists, implemented as Linked Lists.
Tuples cannot be iterated, they can only be pattern-matched against, converted to lists, or directly accesses with Kernel.elem/2
.
Whether you want to check all elements, you are to iterate through all elements, even if you had an array.
That said, there is Enum.all?/2
function, that would nevertheless iterate the list under the hood, but the notation would be simpler.
QUESTION
I use xPath in order to parse an Xml file.
The problem is that, after a query, let's say one that will return all nodes and values, I don't want to go through all of it, just to print it in console as a string, but like this: value
For example:
...ANSWER
Answered 2021-Jan-24 at 12:07Here is how to run that XPath expression and print the result as XML:
QUESTION
x = [([('x', 2), ('m', 3)], 'a'), ([('y', 4), ('t',8), ('d', '100')], 'c'), ([('a', 1)], 'b')]
...ANSWER
Answered 2020-Feb-22 at 07:58Try this:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install TUPE
PyTorch
Python version >= 3.5
NVIDIA's apex library with the --cuda_ext installation option, for mixed precision training
You may need NCCL for multi-node distributed training
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