1170300714

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.

xmake

🔥 A cross-platform build utility based on Lua

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

xtuner

An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)

UniAD

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

nuscenes-devkit

The devkit of the nuScenes dataset.

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

LVM

open-instruct

test

Measuring Massive Multitask Language Understanding | ICLR 2021

MapTR

[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

grade-school-math

math

The MATH Dataset (NeurIPS 2021)

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

SAN

Open-vocabulary Semantic Segmentation

fc-clip

[NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP

StreamMapNet

GeMap

[ECCV'24] Online Vectorized HD Map Construction using Geometry

dataset-factoid-webquestions

WebQuestions QA Benchmarking Dataset

boolean-questions

DExperts

code associated with ACL 2021 DExperts paper

proxy-tuning

Code associated with Tuning Language Models by Proxy (Liu et al., 2024)

ZoomGS

[ECCV2024] Dual-Camera Smoooth Zoom on Mobile Phones

AttriCLIP

CVPR2023: AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning