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torchtitan

torchtitan (Orchestra-Research/AI-Research-SKILLs): Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.

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Source: Orchestra-Research/AI-Research-SKILLs · 01-model-architecture/torchtitan/SKILL.md

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npx skills add Orchestra-Research/AI-Research-SKILLs --skill torchtitan

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