requirements.txt 600 B

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  1. # 核心依赖
  2. torch>=2.0.0
  3. transformers>=4.40.0
  4. # datasets 需要单独安装 pip install "datasets>=2.14.0" "pyarrow==20.0.0" --only-binary :all: -i https://pypi.tuna.tsi nghua.edu.cn/simple
  5. accelerate>=0.25.0
  6. peft>=0.7.0
  7. bitsandbytes>=0.41.0
  8. # 训练相关
  9. trl>=0.7.0
  10. sentencepiece>=0.1.99
  11. protobuf>=4.0.0
  12. # Web 服务
  13. fastapi>=0.104.0
  14. uvicorn>=0.24.0
  15. pydantic>=2.0.0
  16. # 数据处理
  17. pandas>=2.0.0
  18. numpy>=1.24.0
  19. tqdm>=4.65.0
  20. # 量化工具 (可选)
  21. autoawq>=0.2.0 # AWQ 量化
  22. auto-gptq>=0.5.0 # GPTQ 量化
  23. llama-cpp-python # GGUF 量化
  24. # 工具
  25. # wandb>=0.16.0
  26. matplotlib>=3.7.0