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
  ☆6,644Updated 2 weeks ago
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆39,049Updated 3 months ago
• hpcaitech / ColossalAI
  Making large AI models cheaper, faster and more accessible
  ☆41,124Updated this week
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆19,447Updated this week
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,141Updated last year
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆13,377Updated last week
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,459Updated 3 weeks ago
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆19,275Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆12,603Updated 8 months ago
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆15,330Updated this week
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆9,086Updated last week
• Vision-CAIR / MiniGPT-4
  Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
  ☆25,732Updated last year
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,642Updated last year
• facebookresearch / ImageBind
  ImageBind One Embedding Space to Bind Them All
  ☆8,779Updated last year
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆23,428Updated last year
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,952Updated last year
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆9,900Updated last week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆21,681Updated 2 months ago
• meta-llama / llama
  Inference code for Llama models
  ☆58,685Updated 7 months ago
• huggingface / transformers
  🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…
  ☆149,100Updated this week
• QwenLM / Qwen
  The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
  ☆19,193Updated last month
• gradio-app / gradio
  Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
  ☆39,719Updated this week
• OpenMOSS / MOSS
  An open-source tool-augmented conversational language model from Fudan University
  ☆12,061Updated last year
• huggingface / diffusers
  🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
  ☆30,556Updated this week
• zai-org / GLM-130B
  GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
  ☆7,688Updated 2 years ago
• facebookresearch / metaseq
  Repo for external large-scale work
  ☆6,542Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,533Updated this week
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆56,914Updated this week
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,935Updated this week
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆21,192Updated last week