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davanstrienย 
posted an update 5 days ago
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1502
Introducing FineWeb-C ๐ŸŒ๐ŸŽ“, a community-built dataset for improving language models in ALL languages.

Inspired by FineWeb-Edu the community is labelling the educational quality of texts for many languages.

318 annotators, 32K+ annotations, 12 languages - and growing! ๐ŸŒ

data-is-better-together/fineweb-c
yjerniteย 
posted an update 12 days ago
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2035
๐Ÿ‡ช๐Ÿ‡บ Policy Thoughts in the EU AI Act Implementation ๐Ÿ‡ช๐Ÿ‡บ

There is a lot to like in the first draft of the EU GPAI Code of Practice, especially as regards transparency requirements. The Systemic Risks part, on the other hand, is concerning for both smaller developers and for external stakeholders.

I wrote more on this topic ahead of the next draft. TLDR: more attention to immediate large-scale risks and to collaborative solutions supported by evidence can help everyone - as long as developers disclose sufficient information about their design choices and deployment contexts.

Full blog here, based on our submitted response with @frimelle and @brunatrevelin :

https://huggingface.co./blog/yjernite/eu-draft-cop-risks#on-the-proposed-taxonomy-of-systemic-risks
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davanstrienย 
posted an update 26 days ago
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485
Increasingly, LLMs are becoming very useful for helping scale annotation tasks, i.e. labelling and filtering. When combined with the structured generation, this can be a very scalable way of doing some pre-annotation without requiring a large team of human annotators.

However, there are quite a few cases where it still doesn't work well. This is a nice paper looking at the limitations of LLM as an annotator for Low Resource Languages: On Limitations of LLM as Annotator for Low Resource Languages (2411.17637).

Humans will still have an important role in the loop to help improve models for all languages (and domains).
davanstrienย 
posted an update 29 days ago
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2470
First dataset for the new Hugging Face Bluesky community organisation: bluesky-community/one-million-bluesky-posts ๐Ÿฆ‹

๐Ÿ“Š 1M public posts from Bluesky's firehose API
๐Ÿ” Includes text, metadata, and language predictions
๐Ÿ”ฌ Perfect to experiment with using ML for Bluesky ๐Ÿค—

Excited to see people build more open tools for a more open social media platform!