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Agustín Piqueres Lajarín

plaguss

plaguss

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upvoted an article 1 day ago

Process Reinforcement through Implicit Rewards

reacted to lewtun's post with 🔥 8 days ago

This paper (https://huggingface.co/papers/2412.18925) has a really interesting recipe for inducing o1-like behaviour in Llama models: * Iteratively sample CoTs from the model, using a mix of different search strategies. This gives you something like Stream of Search via prompting. * Verify correctness of each CoT using GPT-4o (needed because exact match doesn't work well in medicine where there are lots of aliases) * Use GPT-4o to reformat the concatenated CoTs into a single stream that includes smooth transitions like "hmm, wait" etc that one sees in o1 * Use the resulting data for SFT & RL * Use sparse rewards from GPT-4o to guide RL training. They find RL gives an average ~3 point boost across medical benchmarks and SFT on this data already gives a strong improvement. Applying this strategy to other domains could be quite promising, provided the training data can be formulated with verifiable problems!

liked a Space 10 days ago

data-agents/jupyter-agent

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How we leveraged distilabel to create an Argilla 2.0 Chatbot

Jul 16, 2024

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plaguss's activity

liked a Space 10 days ago

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Jupyter Agent

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Scaling test-time compute

liked a model 27 days ago

meta-llama/Llama-3.1-8B

Text Generation • Updated Oct 16, 2024 • 588k • 1.25k

liked a dataset 28 days ago

HuggingFaceFW/fineweb-2

Viewer • Updated 30 days ago • 13.8B • 110k • 383

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data-is-better-together/open-image-preferences-v1-results

Viewer • Updated 28 days ago • 10k • 160 • 27

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HuggingFaceTB/SmolVLM-Instruct

Image-Text-to-Text • Updated Dec 2, 2024 • 50.3k • 311

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Running on Zero

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SmolVLM

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AI-MO/NuminaMath-CoT

Viewer • Updated Nov 25, 2024 • 860k • 3.5k • 293

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Image Preferences - Argilla annotation space

A community project to create an image preferences dataset.

liked 2 datasets about 2 months ago

HuggingFaceTB/smol-smoltalk

Viewer • Updated Nov 21, 2024 • 485k • 684 • 22

HuggingFaceTB/smoltalk

Viewer • Updated Nov 26, 2024 • 2.2M • 8.18k • 266

liked 2 models 2 months ago

HuggingFaceTB/SmolLM2-1.7B-Instruct

Text Generation • Updated Dec 4, 2024 • 88.2k • 458

HuggingFaceTB/SmolLM2-1.7B

Text Generation • Updated Nov 24, 2024 • 12.7k • 86

liked 7 datasets 3 months ago