distributed-llm-pretraining-torchtitan

SKILLFlusso di lavorocommunity
v0.0.0Orchestra-ResearchMITAggiornato 2 mesi faFonte →

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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2 mesi faUltimo aggiornamento
Skill
AutoreOrchestra-Research
Versione0.0.0
LicenzaMIT
CategoriaFlusso di lavoro
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Descrizione

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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