Lewis Tunstall's picture

Lewis Tunstall PRO

lewtun

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

AI & ML interests

LLMs, LLMs, LLMs

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

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