mirror of https://github.com/hpcaitech/ColossalAI
aibig-modeldata-parallelismdeep-learningdistributed-computingfoundation-modelsheterogeneous-traininghpcinferencelarge-scalemodel-parallelismpipeline-parallelism
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Applications
This directory contains the applications that are powered by Colossal-AI.
The list of applications include:
- Open-Sora: Sora Replication Solution with 46% Cost Reduction, Sequence Expansion to Nearly a Million
- Colossal-LLaMA-2: Continual Pre-training of LLaMA-2.
- ColossalEval: Evaluation Pipeline for LLMs.
- ColossalChat: Replication of ChatGPT with RLHF.
- 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
Chatbotapplication is migrated from the originalChatGPTfolder.
You can find more example code for base models and functions in the Examples directory.