Courses/Performance-Efficient Fine-Tuning: Mastering Scalable and Cost-Effective LLM Training (How to Tame and Train Your Draconian Language Model)/Scaling and Distributed Fine-Tuning (DeepSpeed, FSDP, ZeRO)
Scaling and Distributed Fine-Tuning (DeepSpeed, FSDP, ZeRO)
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Advanced distributed training strategies to scale fine-tuning across multiple GPUs and nodes while managing memory, communication, and fault tolerance.
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6.9 ZeRO-2 vs ZeRO-3
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