lewtun

Fooling around with Copilot

lewtun

Fooling around with Copilot

ML Engineer @ Hugging Face

415 followers · 11 following

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Pinned

nlp-with-transformers/notebooks Public

Jupyter notebooks for the Natural Language Processing with Transformers book

Jupyter Notebook 2.1k 499
huggingface/setfit Public

Efficient few-shot learning with Sentence Transformers

Python 779 67
huggingface/course Public

The Hugging Face course on Transformers

Python 675 226
dslectures Public

Course materials for introductory data science

Jupyter Notebook 40 9
giotto-tda Public

Forked from giotto-ai/giotto-tda

A high performance topological machine learning toolbox in Python

Python
dl4phys Public

Deep learning for particle physicists

Jupyter Notebook 16 4

2,537 contributions in the last year

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Activity overview

Contributed to huggingface/course, huggingface/setfit, huggingface/model-evaluator and 41 other repositories

Contribution activity

November 2022

Created 35 commits in 9 repositories

Created 1 repository

lewtun/course Python Nov 8

Created a pull request in huggingface/hub-docs that received 16 comments

Nov 9

Add note about embedding Spaces with iframe tags

Adds a note about how to embed Streamlit / Gradio Spaces in other webpages with <iframe> tags. Related Slack thread: https://huggingface.slack.com/…

+16 −0 • 16 comments

Opened 24 other pull requests in 7 repositories

huggingface/course 1 closed 5 merged 1 open

Fix transformers architecture image Nov 22
Bump release Nov 22
Migrate Spaces URLs to new domain Nov 22
Fix notebook link Nov 22
Bump release Nov 11
Add audio classification section Nov 6
Bump release Nov 2

huggingface/diffusion-models-class 5 merged

huggingface/setfit 1 open 4 merged

Add distillation trainer example Nov 24
Expand explanations in zeroshot notebook Nov 9
Tidy up Makefile & create notebook table Nov 8
Fix typing for Python 3.7 Nov 8
Add sampling function & update notebooks Nov 2

huggingface/blog 4 merged

huggingface/huggingface_hub 1 merged

Fix metadata_update for verified evaluations Nov 21

huggingface/transformers 1 merged

Use tiny ONNX models for text modality Nov 19

huggingface/hf_benchmarks 1 merged

Fix AutoTrain project creation Nov 18

Reviewed 55 pull requests in 7 repositories

huggingface/setfit 23 pull requests

add option to set samples_per_label Nov 23
Throw clear ValueError when neglecting to pass train_dataset to DistillationSetFitTrainer Nov 23
Various cleanups; type hint fixes incl. corresponding to PEP 484 Nov 23
Fix/input type hint Nov 23
delete duplicated code Nov 23
add option to normalize embeddings Nov 23
Allow setting max length Nov 23
Bugfix/body and head on different devices Nov 23
Use scikit-learn rather than sklearn in requirements files Nov 23
Update evaluate Nov 18
Distill trainer Nov 15
Added initial onnx export function Nov 15
Fixed typo in model head from predict_prob to predict_proba Nov 11
add more loss function options Nov 8
Fix typos: image(s) -> sentence(s) Nov 8
fix non default loss_class issue to use triplet loss Nov 7
Add the usage and relevant info. of the differentiable head to README Nov 7
Fix typo: temerature => temperature Nov 7
Small fix on hyperparameter search Nov 4
Add support to kwargs in compute() method called by trainer.evaluate() Nov 4
fix: templated examples copy empty vector Nov 4
redirect __call__ to predict Nov 1
Support for the differentiable head Nov 1

huggingface/course 21 pull requests

Add zh-CN machine translations. Nov 28
Add accurate English subtitles. Nov 28
[i18n-EN] same links across languages: step 1 Nov 22
Migrate Spaces URLs to new domain Nov 22
[i18n-KO] Translated chapter 2-1 page to Korean Nov 22
Custom English anchor for non-alphabet headings in chapter0 Nov 22
Chapter 9 - Italian Nov 18
Typo Nov 18
Typo in Chapter 2, Section 2 Nov 11
Adding Portuguese Translation to Chapter3 Nov 10
Add Japanese trasnlation of chapter 1/ 7 to 10 Nov 10
Spanish translation of Chapter 5 Nov 9
[RU] Chapter 6 (1/2) finished Nov 9
[FR] Add FAQ and more Nov 9
Add Python syntax highlighting Nov 9
Update pr docs actions Nov 8
Add Japanese trasnlation of chapter 1 / 2 to 3 Nov 4
[typo] Update 1.mdx Nov 2
[typo] Update 1.mdx Nov 2
[de] Translation Chapter 1 Nov 1
[Audio] Tour of applications Nov 1

huggingface/huggingface_hub 3 pull requests

huggingface/transformers 3 pull requests

Fix device in longformer onnx path Nov 23
Fix longformer onnx broken export Nov 21
Use tiny ONNX models for text modality Nov 19

huggingface/optimum 3 pull requests

Fix PR doc generation Nov 21
Documentation for optimum.exporters Nov 16
Add support ORT whisper Nov 11

huggingface/hub-docs 1 pull request

Add note about embedding Spaces with iframe tags Nov 10

huggingface/hf_benchmarks 1 pull request

add generic competition metrics Nov 1

Created an issue in huggingface/setfit that received 5 comments

Nov 13

Refactor training hyperparameters in `SetFitTrainer` to dedicated class

The current implementation of SetFitTrainer has become a bit bloated because it accepts all the hyperparameters for training as separate arguments.…

2 tasks

• 5 comments

Opened 7 other issues in 4 repositories

huggingface/huggingface_hub 2 closed 1 open

huggingface/setfit 1 open 1 closed

UKPLab/sentence-transformers 1 open

Push to HF Hub fails with create_repo() got an unexpected keyword argument 'organization' Nov 16

huggingface/datasets 1 closed

path is None when downloading a custom audio dataset from the Hub Nov 2

6 contributions in private repositories Nov 1 – Nov 29

lewtun

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Pinned

2,537 contributions in the last year

Activity overview

Contribution activity

November 2022

Created a pull request in huggingface/hub-docs that received 16 comments

Add note about embedding Spaces with iframe tags

Created an issue in huggingface/setfit that received 5 comments

Refactor training hyperparameters in SetFitTrainer to dedicated class

Refactor training hyperparameters in `SetFitTrainer` to dedicated class