Dao-AILab / flash-attentionLinks
Fast and memory-efficient exact attention
☆18,043Updated this week
Alternatives and similar repositories for flash-attention
Users that are interested in flash-attention are comparing it to the libraries listed below
Sorting:
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,861Updated this week
- Ongoing research training transformer models at scale☆12,641Updated last week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,875Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆7,167Updated this week
- Train transformer language models with reinforcement learning.☆14,366Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,641Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,153Updated 6 months ago
- Transformer related optimization, including BERT, GPT☆6,219Updated last year
- Development repository for the Triton language and compiler☆15,939Updated this week
- SGLang is a fast serving framework for large language models and vision language models.☆15,421Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,744Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,504Updated last year
- A framework for few-shot evaluation of language models.☆9,379Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆39,075Updated last week
- TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizati…☆10,865Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆50,864Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,441Updated 3 weeks ago
- Large Language Model Text Generation Inference☆10,249Updated last week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,343Updated last week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,000Updated 2 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,589Updated last year
- Mamba SSM architecture☆15,204Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,877Updated 2 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,405Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆22,883Updated 10 months ago
- LAVIS - A One-stop Library for Language-Vision Intelligence☆10,683Updated 7 months ago
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆17,551Updated this week
- Tools for merging pretrained large language models.☆5,853Updated last week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆6,591Updated this week
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆22,142Updated 10 months ago