Alternatives and similar repositories for ColossalAI

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

• meta-llama / llama
  Inference code for Llama models
  ☆58,934Updated 9 months ago
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆40,733Updated this week
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,487Updated this week
• Vision-CAIR / MiniGPT-4
  Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
  ☆25,755Updated last year
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,975Updated last year
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,226Updated last year
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆14,152Updated last week
• run-llama / llama_index
  LlamaIndex is the leading framework for building LLM-powered agents over your data.
  ☆45,372Updated this week
• microsoft / JARVIS
  JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
  ☆24,457Updated 3 months ago
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆39,263Updated 5 months ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆20,099Updated this week
• BlinkDL / ChatRWKV
  ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
  ☆9,514Updated last month
• nomic-ai / gpt4all
  GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
  ☆76,932Updated 5 months ago
• zai-org / GLM-130B
  GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
  ☆7,678Updated 2 years ago
• chenfei-wu / TaskMatrix
  ☆34,350Updated last year
• LAION-AI / Open-Assistant
  OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamical…
  ☆37,501Updated last year
• nebuly-ai / optimate
  A collection of libraries to optimise AI model performances
  ☆8,363Updated last year
• OpenMOSS / MOSS
  An open-source tool-augmented conversational language model from Fudan University
  ☆12,065Updated last year
• zai-org / ChatGLM-6B
  ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
  ☆41,167Updated last year
• 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)
  ☆18,945Updated 4 months ago
• togethercomputer / OpenChatKit
  ☆9,014Updated last year
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,380Updated last year
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,723Updated last month
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆21,840Updated 4 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,755Updated last year
• Stability-AI / StableLM
  StableLM: Stability AI Language Models
  ☆15,792Updated last year
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆21,619Updated last week
• facebookresearch / metaseq
  Repo for external large-scale work
  ☆6,550Updated last year
• facebookresearch / segment-anything
  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoi…
  ☆52,616Updated last year
• modelscope / modelscope
  ModelScope: bring the notion of Model-as-a-Service to life.
  ☆8,484Updated this week