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Making large AI models cheaper, faster and more accessible
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ColossalAI/applications
Tong Li 89a9a600bc
[MCTS] Add self-refined MCTS (#6098) 		4 weeks ago
..
Colossal-LLaMA add fused norm (#6038) 3 months ago
ColossalChat [MCTS] Add self-refined MCTS (#6098) 4 weeks ago
ColossalEval [ColossalEval] support for vllm (#6056) 2 months ago
ColossalMoE [MoE/ZeRO] Moe refactor with zero refactor (#5821) 5 months ago
ColossalQA [pre-commit.ci] pre-commit autoupdate (#5572) 5 months ago
README.md [Hotfix] README link (#5966) 4 months ago

README.md

Applications

This directory contains the applications that are powered by Colossal-AI.

The list of applications include:

  • Open-Sora: Revealing Complete Model Parameters, Training Details, and Everything for Sora-like Video Generation Models
  • ColossalChat: Replication of ChatGPT with RLHF.
  • Colossal-LLaMA: Continual Pre-training and Supervisied Fine-tuning of LLaMA2 / LLaMA3.
  • ColossalEval: Evaluation Pipeline for LLMs.
  • FastFold: Optimizing AlphaFold (Biomedicine) Training and Inference on GPU Clusters.
  • ColossalQA: Document Retrieval Conversation System
  • SwiftInfer: Breaks the Length Limit of LLM Inference for Multi-Round Conversations

Please note that the Chatbot application is migrated from the original ChatGPT folder.

You can find more example code for base models and functions in the Examples directory.