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Aymeric Roucher

m-ric

http://a-roucher.github.io

AI & ML interests

MLE at Hugging Face 🤗 LLMs, Agents, RAG, Multimodal.

Articles

Organizations

m-ric's activity

upvoted a paper 3 days ago

GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

Paper • 2303.10130 • Published Mar 17, 2023 • 3

upvoted an article 7 days ago

Article

The Rise of Agentic Data Generation

•

7 days ago

• 66

upvoted a paper 9 days ago

RouteLLM: Learning to Route LLMs with Preference Data

Paper • 2406.18665 • Published 26 days ago • 5

upvoted 3 papers 12 days ago

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 4

BERT Rediscovers the Classical NLP Pipeline

Paper • 1905.05950 • Published May 15, 2019 • 2

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 31

upvoted an article 13 days ago

Article

Banque des Territoires (CDC Group) x Polyconseil x Hugging Face: Enhancing a Major French Environmental Program with a Sovereign Data Solution

13 days ago

• 3

upvoted 2 articles 14 days ago

Article

Google Cloud TPUs made available to Hugging Face users

13 days ago

• 18

Article

Announcing New Dataset Search Features

14 days ago

• 17

upvoted a paper 17 days ago

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Paper • 2406.18518 • Published 26 days ago • 22

upvoted 3 papers 19 days ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published 21 days ago • 41

Precise Zero-Shot Dense Retrieval without Relevance Labels

Paper • 2212.10496 • Published Dec 20, 2022 • 2

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 68

upvoted a paper 20 days ago

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published about 1 month ago • 57

upvoted an article 21 days ago

Article

Our Transformers Code Agent beats the GAIA benchmark!

21 days ago

• 34

upvoted a collection 21 days ago

The SPRIGHT T2I collection

Collection

This collection contains the datasets, model, paper, and demo associated with the SPRIGHT (SPatially RIGHT) release. • 5 items • Updated Apr 2 • 5

upvoted an article 21 days ago

Article

Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

Jun 19

• 6

upvoted 3 articles 25 days ago

Article

Welcome Gemma 2 - Google's new open LLM

25 days ago

• 97

Article

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

28 days ago

• 142

Article

XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face

27 days ago

• 8

upvoted an article 27 days ago

Article

Faster fine-tuning using TRL & Unsloth

Jan 10

• 28

upvoted an article 28 days ago

Article

Build Agentic Workflow using OpenAGI and HuggingFace models

•

26 days ago

• 6

upvoted 5 papers about 1 month ago

Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools

Paper • 2405.20362 • Published May 30 • 2

DataComp: In search of the next generation of multimodal datasets

Paper • 2304.14108 • Published Apr 27, 2023 • 2

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10 • 62

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 78

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3 • 42

upvoted 2 articles about 1 month ago

Article

Making sense of this mess

Jun 7

• 14

Article

Extracting Concepts from LLMs: Anthropic’s recent discoveries 📖

•

Jun 20

• 25

upvoted a paper about 1 month ago

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Paper • 2401.05566 • Published Jan 10 • 25

upvoted 3 articles about 2 months ago

Article

How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap

May 19, 2022

• 1

Article

Space secrets security update

May 31

• 50

Article

Benchmarking Text Generation Inference

May 29

• 26

upvoted 6 papers about 2 months ago

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 81

Metacognitive Prompting Improves Understanding in Large Language Models

Paper • 2308.05342 • Published Aug 10, 2023 • 2

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 10

Large Language Models Struggle to Learn Long-Tail Knowledge

Paper • 2211.08411 • Published Nov 15, 2022 • 3

Executable Code Actions Elicit Better LLM Agents

Paper • 2402.01030 • Published Feb 1 • 25

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 146

upvoted an article about 2 months ago

Article

AI has a problem with objectifying women

•

May 24

• 54

upvoted 2 articles 2 months ago

Article

Let's talk about LLM evaluation

•

May 23

• 95

Article

Introducing Spaces Dev Mode for a seamless developer experience

May 21

• 12

upvoted a paper 2 months ago

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Paper • 2305.15294 • Published May 24, 2023 • 1

upvoted an article 2 months ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 170

upvoted a paper 2 months ago

MambaOut: Do We Really Need Mamba for Vision?

Paper • 2405.07992 • Published May 13 • 1

upvoted an article 2 months ago

Article

2024-04-22 - Hub Incident Post Mortem

•

May 17

• 17

upvoted a paper 2 months ago

No Language Left Behind: Scaling Human-Centered Machine Translation

Paper • 2207.04672 • Published Jul 11, 2022 • 1

upvoted 2 articles 2 months ago

Article

Hugging Face x LangChain : A new partner package in LangChain

May 14

• 94

Article

Energy Star Ratings for AI Models

•

May 9

• 20

upvoted a paper 2 months ago

Data Interpreter: An LLM Agent For Data Science

Paper • 2402.18679 • Published Feb 28 • 1

upvoted 3 articles 2 months ago

Article

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

May 1

• 60

Article

Subscribe to Enterprise Hub with your AWS Account

May 9

• 6

Article

License to Call: Introducing Transformers Agents 2.0

May 13

• 102

upvoted 2 papers 3 months ago

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Paper • 1809.09600 • Published Sep 25, 2018 • 2

Training Verifiers to Solve Math Word Problems

Paper • 2110.14168 • Published Oct 27, 2021 • 4

upvoted an article 3 months ago

Article

Vision Language Models Explained

Apr 11

• 138

upvoted 4 papers 3 months ago

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 93

Fast Inference from Transformers via Speculative Decoding

Paper • 2211.17192 • Published Nov 30, 2022 • 3

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Paper • 2401.10774 • Published Jan 19 • 51

Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Paper • 2402.12374 • Published Feb 19 • 3

Aymeric Roucher

AI & ML interests

Articles

Our Transformers Code Agent beats the GAIA benchmark!

Extracting Concepts from LLMs: Anthropic’s recent discoveries 📖

License to Call: Introducing Transformers Agents 2.0

Open-source LLMs as LangChain Agents

Organizations

m-ric's activity

The Rise of Agentic Data Generation

Banque des Territoires (CDC Group) x Polyconseil x Hugging Face: Enhancing a Major French Environmental Program with a Sovereign Data Solution

Google Cloud TPUs made available to Hugging Face users

Announcing New Dataset Search Features

Our Transformers Code Agent beats the GAIA benchmark!

Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

Welcome Gemma 2 - Google's new open LLM

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face

Faster fine-tuning using TRL & Unsloth

Build Agentic Workflow using OpenAGI and HuggingFace models

Making sense of this mess

Extracting Concepts from LLMs: Anthropic’s recent discoveries 📖

How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap

Space secrets security update

Benchmarking Text Generation Inference

AI has a problem with objectifying women

Let's talk about LLM evaluation

Introducing Spaces Dev Mode for a seamless developer experience

PaliGemma – Google's Cutting-Edge Open Vision Language Model

2024-04-22 - Hub Incident Post Mortem

Hugging Face x LangChain : A new partner package in LangChain

Energy Star Ratings for AI Models

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

Subscribe to Enterprise Hub with your AWS Account

License to Call: Introducing Transformers Agents 2.0

Vision Language Models Explained