Tristan Marechaux's picture

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Tristan Marechaux

tmarechaux

·

marechaux

AI & ML interests

LLMs and ML for code

Organizations

tmarechaux's activity

upvoted a paper 26 days ago

Differential Transformer

Paper • 2410.05258 • Published 27 days ago • 165

upvoted a paper about 1 month ago

softmax is not enough (for sharp out-of-distribution)

Paper • 2410.01104 • Published Oct 1 • 1

upvoted a paper about 2 months ago

Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4 • 72

upvoted a paper 3 months ago

The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31 • 105

upvoted a paper 4 months ago

Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion

Paper • 2407.01392 • Published Jul 1 • 39

upvoted a paper 6 months ago

Transformers Can Represent n-gram Language Models

Paper • 2404.14994 • Published Apr 23 • 18

upvoted 2 papers 7 months ago

Scaling Instructable Agents Across Many Simulated Worlds

Paper • 2404.10179 • Published Mar 13 • 26

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Paper • 2404.05961 • Published Apr 9 • 64

upvoted 2 papers 8 months ago

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Paper • 2403.04132 • Published Mar 7 • 38

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 51

upvoted a paper 10 months ago

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 157

upvoted a paper 11 months ago

PathFinder: Guided Search over Multi-Step Reasoning Paths

Paper • 2312.05180 • Published Dec 8, 2023 • 9

upvoted 8 papers about 1 year ago

The Consensus Game: Language Model Generation via Equilibrium Search

Paper • 2310.09139 • Published Oct 13, 2023 • 12

Lemur: Harmonizing Natural Language and Code for Language Agents

Paper • 2310.06830 • Published Oct 10, 2023 • 30

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 77

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 87

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 32

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 75

YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 65