Towards Best Practices for Open Datasets for LLM Training
Paper
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2501.08365
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Published
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44
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Shayne
authored
a
paper
5 days ago
Post
2066
🤗👤 💻 Speaking of AI agents ...
...Is easier with the right words ;)
My colleagues @meg @evijit @sasha and @giadap just published a wonderful blog post outlining some of the main relevant notions with their signature blend of value-informed and risk-benefits contrasting approach. Go have a read!
https://huggingface.co/blog/ethics-soc-7
...Is easier with the right words ;)
My colleagues @meg @evijit @sasha and @giadap just published a wonderful blog post outlining some of the main relevant notions with their signature blend of value-informed and risk-benefits contrasting approach. Go have a read!
https://huggingface.co/blog/ethics-soc-7
natolambert
authored
9
papers
15 days ago
Objective Mismatch in Model-based Reinforcement Learning
Paper
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2002.04523
•
Published
Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings
Paper
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2308.00862
•
Published
A Survey on Data Selection for Language Models
Paper
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2402.16827
•
Published
•
4
D2PO: Discriminator-Guided DPO with Response Evaluation Models
Paper
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2405.01511
•
Published
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
Paper
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2406.09279
•
Published
•
2
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Paper
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2406.18495
•
Published
•
13
Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence
Paper
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2405.15802
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Published
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper
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2409.17146
•
Published
•
106
2 OLMo 2 Furious
Paper
•
2501.00656
•
Published
•
15
Post
2141
🇪🇺 Policy Thoughts in the EU AI Act Implementation 🇪🇺
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
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
- 2 replies
natolambert
authored
a
paper
about 2 months ago
rmahesh
authored
a
paper
3 months ago
natolambert
authored
a
paper
3 months ago
natolambert
authored
2
papers
5 months ago
Shayne
authored
3
papers
7 months ago
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources
Paper
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2406.16746
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Published
Entity-Based Knowledge Conflicts in Question Answering
Paper
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2109.05052
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Published
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Paper
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2301.13688
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Published
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8