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| # 核心深度学习框架 | |
| torch>=2.0.0 | |
| torchvision | |
| xformers | |
| # Transformers生态 | |
| transformers>=4.35.0 | |
| accelerate>=0.24.0 | |
| tokenizers | |
| huggingface_hub | |
| # 数据处理 | |
| datasets>=2.14.0 | |
| numpy>=1.24.0 | |
| sentence-transformers | |
| faiss-cpu | |
| # 模型微调和RLHF | |
| peft>=0.9.0 | |
| trl[peft]>=0.7.10 | |
| bitsandbytes>=0.41.0 | |
| # 图像生成 | |
| diffusers | |
| invisible_watermark | |
| # 数据标注 | |
| label-studio | |
| # API和网络请求 | |
| flickrapi | |
| requests | |
| # 实验跟踪和可视化 | |
| wandb>=0.15.0 | |
| tensorboard>=2.13.0 | |
| # 评估指标 | |
| evaluate | |
| sacrebleu | |
| rouge-score | |
| # 系统工具和监控 | |
| scipy | |
| protobuf | |
| sentencepiece | |
| alive_progress | |
| psutil | |
| gpustat | |
| # 高级优化器（可选） | |
| deepspeed>=0.10.0 | |
| # RLHF特定工具 | |
| reward-bench |