m-ric (Aymeric Roucher)

upvoted 2 papers 3 days 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 days ago

Article

Vision Language Models Explained

29 days ago

• 66

upvoted a paper 3 days ago

What matters when building vision-language models?

Paper • 2405.02246 • Published 6 days ago • 22

upvoted 3 papers 5 days ago

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 • 50

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

Paper • 2402.12374 • Published Feb 19 • 2

upvoted an article 9 days ago

Article

Improving Prompt Consistency with Structured Generations

10 days ago

• 34

upvoted 4 papers 10 days ago

upvoted an article 17 days ago

Article

Introducing the Open Chain of Thought Leaderboard

17 days ago

• 20

upvoted a paper 17 days ago

Training-Free Long-Context Scaling of Large Language Models

Paper • 2402.17463 • Published Feb 27 • 17

upvoted an article 17 days ago

Article

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

18 days ago

• 67

upvoted an article 18 days ago

Article

Synthetic data: save money, time and carbon with open source

Feb 16

• 16

upvoted an article 21 days ago

Article

Welcome Llama 3 - Meta's new open LLM

22 days ago

• 234

upvoted a collection 21 days ago

Meta Llama 3

Collection

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated 21 days ago • 491

upvoted a collection 22 days ago

fuck quadratic attention

Collection

11 items • Updated 16 days ago • 18

upvoted a paper 23 days ago

Hydragen: High-Throughput LLM Inference with Shared Prefixes

Paper • 2402.05099 • Published Feb 7 • 16

upvoted an article 24 days ago

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

25 days ago

• 114

upvoted 2 papers 24 days ago

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Paper • 2208.07339 • Published Aug 15, 2022 • 4

GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Paper • 2210.17323 • Published Oct 31, 2022 • 5

upvoted an article 25 days ago

Article

It's raining diffusion personalization techniques☔️🎭🖼️

By

•

29 days ago

• 15

upvoted a paper 25 days ago

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Paper • 2404.07143 • Published 29 days ago • 92

upvoted a paper 28 days ago

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published 28 days ago • 79

upvoted an article 29 days ago

Article

Assisted Generation: a new direction toward low-latency text generation

May 11, 2023

• 6

upvoted 2 papers 30 days ago

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Paper • 2404.05961 • Published Apr 9 • 61

OmniFusion Technical Report

Paper • 2404.06212 • Published about 1 month ago • 73

upvoted 2 articles about 1 month ago

Article

Public Policy at Hugging Face

Apr 8

• 15

Article

Outpainting II - Differential Diffusion

By

•

17 days ago

• 22

upvoted 3 papers about 1 month ago

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 137

Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 84

AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4 • 22

upvoted an article about 1 month ago

Article

Open-source LLMs as LangChain Agents

Jan 24

• 6

upvoted 3 papers about 1 month ago

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 46

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 152

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 99

upvoted a collection about 1 month ago

🤖 Agents

Collection

16 items • Updated 15 days ago • 19

upvoted 6 papers about 1 month ago

Communicative Agents for Software Development

Paper • 2307.07924 • Published Jul 16, 2023 • 2

MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Paper • 2303.11381 • Published Mar 20, 2023 • 2

Gorilla: Large Language Model Connected with Massive APIs

Paper • 2305.15334 • Published May 24, 2023 • 4

Reflexion: Language Agents with Verbal Reinforcement Learning

Paper • 2303.11366 • Published Mar 20, 2023 • 3

Self-Refine: Iterative Refinement with Self-Feedback

Paper • 2303.17651 • Published Mar 30, 2023 • 2

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 98

upvoted a collection about 1 month ago

💡 Interpretability

Collection

3 items • Updated 15 days ago • 1

upvoted 3 papers about 1 month ago

Linearity of Relation Decoding in Transformer Language Models

Paper • 2308.09124 • Published Aug 17, 2023 • 2

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Paper • 2305.13245 • Published May 22, 2023 • 5

Mora: Enabling Generalist Video Generation via A Multi-Agent Framework

Paper • 2403.13248 • Published Mar 20 • 71

upvoted 9 papers about 2 months ago

Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11 • 85

Is GPT-4 a Good Data Analyst?

Paper • 2305.15038 • Published May 24, 2023 • 3

Chronos: Learning the Language of Time Series

Paper • 2403.07815 • Published Mar 12 • 42

Clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents

Paper • 2305.13455 • Published May 22, 2023 • 2

Autoregressive Entity Retrieval

Paper • 2010.00904 • Published Oct 2, 2020 • 1

PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Paper • 2109.05093 • Published Sep 10, 2021 • 1

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning

Paper • 2305.13971 • Published May 23, 2023 • 3

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment

Paper • 2204.03025 • Published Apr 6, 2022 • 2

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8 • 39

upvoted 2 collections about 2 months ago

LLM as a Judge

Collection

Curated resources that support the use of LLMs to serve as automatic evaluators of other LLM outputs. • 14 items • Updated Feb 19 • 14

🧑‍⚖️ LLM-as-a-judge

Collection

4 items • Updated 15 days ago • 1

Aymeric Roucher

AI & ML interests

Articles

Open-source LLMs as LangChain Agents

Organizations

m-ric's activity

Vision Language Models Explained

Improving Prompt Consistency with Structured Generations

Introducing the Open Chain of Thought Leaderboard

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Synthetic data: save money, time and carbon with open source

Welcome Llama 3 - Meta's new open LLM

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

It's raining diffusion personalization techniques☔️🎭🖼️

Assisted Generation: a new direction toward low-latency text generation

Public Policy at Hugging Face

Outpainting II - Differential Diffusion

Open-source LLMs as LangChain Agents