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lewtun
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https://lewtun.github.io/blog/

AI & ML interests

LLMs, LLMs, LLMs

Recent Activity

liked a Space 1 day ago
HuggingFaceH4/blogpost-scaling-test-time-compute
posted an update 1 day ago
We outperform Llama 70B with Llama 3B on hard math by scaling test-time compute 🔥 How? By combining step-wise reward models with tree search algorithms :) We show that smol models can match or exceed the performance of their much larger siblings when given enough "time to think" We're open sourcing the full recipe and sharing a detailed blog post. In our blog post we cover: 📈 Compute-optimal scaling: How we implemented DeepMind's recipe to boost the mathematical capabilities of open models at test-time. 🎄 Diverse Verifier Tree Search (DVTS): An unpublished extension we developed to the verifier-guided tree search technique. This simple yet effective method improves diversity and delivers better performance, particularly at large test-time compute budgets. 🧭 Search and Learn: A lightweight toolkit for implementing search strategies with LLMs and built for speed with vLLM Here's the links: - Blog post: https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute - Code: https://github.com/huggingface/search-and-learn Enjoy!
New activity 1 day ago
HuggingFaceH4/blogpost-scaling-test-time-compute:Use HF papers
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lewtun's activity

New activity in HuggingFaceH4/blogpost-scaling-test-time-compute 1 day ago

Use HF papers

1
#2 opened 1 day ago by qgallouedec

Update app/src/index.html

1
#1 opened 1 day ago by qgallouedec
commented a paper 7 days ago
New activity in Windy0822/ImplicitPRM_CE 8 days ago

How to run inference with the model?
#2 opened 8 days ago by lewtun
New activity in AI-MO/NuminaMath-CoT 22 days ago

Please release

1
#2 opened 5 months ago by ehartford
New activity in huggingface/documentation-images 27 days ago

Upload method-animation.mov
#394 opened 27 days ago by danielkorat
New activity in huggingface/documentation-images 2 months ago

Upload method-animation.mov
#375 opened 2 months ago by danielkorat
New activity in facebook/Self-taught-evaluator-DPO-data 3 months ago

Please provide chosen & rejected inputs in the messages format

2
#2 opened 3 months ago by lewtun
New activity in meta-llama/Llama-3.2-90B-Vision-Instruct 3 months ago

Fine-tune Llama Vision models with TRL 🚀

2
#18 opened 3 months ago by lewtun
New activity in meta-llama/Llama-3.2-11B-Vision-Instruct 3 months ago

Fine-tune Llama Vision models with TRL 🚀

4
#31 opened 3 months ago by lewtun
New activity in HuggingFaceFW/blogpost-fineweb-v1 3 months ago

Fix Leandro's last name :)
#1 opened 3 months ago by lewtun
New activity in huggingface-projects/repo_duplicator 3 months ago

Unable to login

2
#14 opened 3 months ago by lewtun
New activity in AI-MO/NuminaMath-7B-TIR 4 months ago

add results table

1
#7 opened 5 months ago by benlipkin
New activity in AI-MO/NuminaMath-CoT 4 months ago

[ARGILLA] add argilla configuration to collect feedback

2
#4 opened 5 months ago by burtenshaw
New activity in google/IFEval 4 months ago

move to official org

1
#2 opened 8 months ago by julien-c
New activity in google/IFEval 5 months ago

New version of IFEval from Google Repo
#3 opened 5 months ago by vidhisha
New activity in AI-MO/NuminaMath-7B-TIR 5 months ago

Update README.md
#6 opened 5 months ago by lewtun

What is the correct chat template

1
#3 opened 5 months ago by Ekolawole

Dataset?

5
#4 opened 5 months ago by FrederikH

Improve widget example

1
#2 opened 5 months ago by osanseviero