Lewis Tunstall's picture

Lewis Tunstall PRO

lewtun

·

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

AI & ML interests

LLMs, LLMs, LLMs

Recent Activity

updated a collection about 15 hours ago

Llama 3.1 8B SFT checkpoints

updated a collection about 15 hours ago

Llama 3.1 8B SFT checkpoints

updated a collection about 15 hours ago

Llama 3.1 8B SFT checkpoints

View all activity

Articles

Universal Assisted Generation: Faster Decoding with Any Assistant Model

Faster Assisted Generation with Dynamic Speculation

Llama can now see and run on your device - welcome Llama 3.2

FineVideo: behind the scenes

How NuminaMath Won the 1st AIMO Progress Prize

Welcome Gemma 2 - Google's new open LLM

Constitutional AI with Open LLMs

Preference Tuning LLMs with Direct Preference Optimization Methods

Mixture of Experts Explained

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

Fine-tuning Llama 2 70B using PyTorch FSDP

Code Llama: Llama 2 learns to code

Llama 2 is here - get it on Hugging Face

Can foundation models label data like humans?

The Falcon has landed in the Hugging Face ecosystem

Creating a Coding Assistant with StarCoder

StackLLaMA: A hands-on guide to train LLaMA with RLHF

Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU

Red-Teaming Large Language Models

Diffusion Models Live Event

Very Large Language Models and How to Evaluate Them

SetFit: Efficient Few-Shot Learning Without Prompts

Announcing Evaluation on the Hub

Organizations

lewtun's activity

upvoted an article about 21 hours ago

Article

Gradio spaces are the perfect agent tools\!

By

•

about 23 hours ago

• 6

upvoted 2 articles 2 days ago

Article

Introducing smolagents: simple agents that write actions in code.

18 days ago

• 505

Article

Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference

2 days ago

• 42

upvoted a paper 10 days ago

A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models

Paper • 2411.19477 • Published Nov 29, 2024 • 6

upvoted a paper 16 days ago

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 77

upvoted a paper 17 days ago

Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 8

upvoted 2 papers 18 days ago

Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Paper • 1610.02424 • Published Oct 7, 2016 • 1

Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 7

upvoted a paper 19 days ago

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published 22 days ago • 23

upvoted a paper 28 days ago

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published about 1 month ago • 123

upvoted a collection 28 days ago

ModernBERT

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated 30 days ago • 124

upvoted 2 papers about 1 month ago

Solving math word problems with process- and outcome-based feedback

Paper • 2211.14275 • Published Nov 25, 2022 • 8

Self-Consistency Improves Chain of Thought Reasoning in Language Models

Paper • 2203.11171 • Published Mar 21, 2022 • 3

upvoted a collection 3 months ago

SmolLM2

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 15 items • Updated 26 days ago • 204

upvoted 3 papers 3 months ago

GPT-4o System Card

Paper • 2410.21276 • Published Oct 25, 2024 • 83

AutoTrain: No-code training for state-of-the-art models

Paper • 2410.15735 • Published Oct 21, 2024 • 59

Falcon Mamba: The First Competitive Attention-free 7B Language Model

Paper • 2410.05355 • Published Oct 7, 2024 • 32

upvoted an article 3 months ago

Article

Faster Assisted Generation with Dynamic Speculation

Oct 8, 2024

• 44

upvoted a collection 3 months ago

Critique-out-Loud Reward Models

Paper: https://arxiv.org/abs/2408.11791 | Code: https://github.com/zankner/CLoud • 7 items • Updated Sep 5, 2024 • 3

upvoted a paper 4 months ago

Style over Substance: Failure Modes of LLM Judges in Alignment Benchmarking

Paper • 2409.15268 • Published Sep 23, 2024 • 13