对比 LLM 的多种预训练方案的性能，方案包括：
- Torch DDP
- FSDP
- DeepSpeed
- FlashAttention V2
- ColossalAI
- Sophia Optimizer
- Lightning Fabric
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A comparison of pretraining framework for LLM
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