Alternatives and similar repositories for DeepSpeed

Users that are interested in DeepSpeed are comparing it to the libraries listed below

• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,583Updated 2 weeks ago
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆38,882Updated last month
• hpcaitech / ColossalAI
  Making large AI models cheaper, faster and more accessible
  ☆41,046Updated last week
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆19,116Updated this week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆18,448Updated last week
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆12,960Updated this week
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,087Updated last year
• Vision-CAIR / MiniGPT-4
  Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
  ☆25,712Updated 10 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆52,682Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆12,361Updated 7 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,572Updated last year
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,951Updated last week
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,933Updated 11 months ago
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,450Updated 2 weeks ago
• meta-llama / llama
  Inference code for Llama models
  ☆58,558Updated 5 months ago
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,796Updated 2 weeks ago
• ymcui / Chinese-LLaMA-Alpaca
  中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
  ☆18,890Updated last week
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆9,751Updated last week
• huggingface / diffusers
  🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
  ☆29,863Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆14,675Updated this week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆21,572Updated 3 weeks ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,330Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆16,236Updated this week
• run-llama / llama_index
  LlamaIndex is the leading framework for building LLM-powered agents over your data.
  ☆43,227Updated last week
• gradio-app / gradio
  Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
  ☆39,113Updated last week
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,349Updated 8 months ago
• oobabooga / text-generation-webui
  LLM UI with advanced features, easy setup, and multiple backend support.
  ☆44,391Updated this week
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆23,134Updated 11 months ago
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆12,215Updated this week
• microsoft / JARVIS
  JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
  ☆24,230Updated 10 months ago