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 17 hours ago

Llama 3.1 8B SFT checkpoints

updated a collection about 17 hours ago

Llama 3.1 8B SFT checkpoints

updated a collection about 17 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

authored 4 papers about 1 year ago

RAFT: A Real-World Few-Shot Text Classification Benchmark

Paper • 2109.14076 • Published Sep 28, 2021 • 2

Efficient Few-Shot Learning Without Prompts

Paper • 2209.11055 • Published Sep 22, 2022 • 3

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code

Paper • 2206.11249 • Published Jun 22, 2022

Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 123

authored 2 papers almost 2 years ago

AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages

Paper • 2303.12582 • Published Mar 22, 2023 • 20

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Paper • 2210.01970 • Published Sep 30, 2022 • 11