1170300714's starred repositories
flash-attention
Fast and memory-efficient exact attention
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
nuscenes-devkit
The devkit of the nuScenes dataset.
TruthfulQA
TruthfulQA: Measuring How Models Imitate Human Falsehoods
DrivingDiffusion
Layout-Guided multi-view driving scene video generation with latent diffusion model
insuranceQA
A question answering corpus in insurance domain
BIG-Bench-Hard
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
dataset-factoid-webquestions
WebQuestions QA Benchmarking Dataset
proxy-tuning
Code associated with Tuning Language Models by Proxy (Liu et al., 2024)