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Maxime Labonne PRO

mlabonne

https://mlabonne.github.io/blog

AI & ML interests

Post-training, model editing, quantization

Recent Activity

new activity about 5 hours ago

mlabonne/gemma-3-27b-it-abliterated:Method

posted an update about 10 hours ago

✂️ AutoAbliteration I made a Colab notebook to automatically abliterate models. It's quite general, so you can do interesting stuff like blocking a given language in the model outputs. 💻 Colab: https://colab.research.google.com/drive/1RmLv-pCMBBsQGXQIM8yF-OdCNyoylUR1?usp=sharing

liked a dataset about 10 hours ago

kgourgou/hugging-face-language-models

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mlabonne's activity

upvoted a paper 14 days ago

Atom of Thoughts for Markov LLM Test-Time Scaling

Paper • 2502.12018 • Published 29 days ago • 15

upvoted an article about 1 month ago

Article

Open-source DeepResearch – Freeing our search agents

Feb 4

• 1.17k

upvoted a paper about 2 months ago

WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training

Paper • 2501.18511 • Published Jan 30 • 19

upvoted 2 articles about 2 months ago

Article

SmolVLM Grows Smaller – Introducing the 250M & 500M Models!

Jan 23

• 158

Article

Making ML-powered web games with Transformers.js

Jul 5, 2023

• 12

upvoted a paper 2 months ago

Enhancing Human-Like Responses in Large Language Models

Paper • 2501.05032 • Published Jan 9 • 50

upvoted a paper 5 months ago

Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Paper • 2402.14740 • Published Feb 22, 2024 • 13

upvoted an article 6 months ago

Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Sep 18, 2024

• 226

upvoted a collection 7 months ago

🧠 Abliteration

Collection

Uncensored models using abliteration. See this article for more information: huggingface.co/blog/mlabonne/abliteration • 13 items • Updated about 13 hours ago • 36

upvoted an article 7 months ago

Article

Introduction to ggml

Aug 13, 2024

• 168

upvoted a paper 7 months ago

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Paper • 2408.01050 • Published Aug 2, 2024 • 9

upvoted a paper 8 months ago

Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning

Paper • 2408.00690 • Published Aug 1, 2024 • 25