Feb 19, 09:57 PM

Hugging Face Releases 150-Page Ultra-Scale Playbook Covering 5D Parallelism, ZeRO, and CUDA Kernels for LLM Training on GPU Clusters

Hugging Face has released the 'Ultra-Scale Playbook', a free and open-source guide designed for training large language models (LLMs) on GPU clusters. The playbook, which spans 150 pages, covers a range of topics including 5D parallelism, ZeRO, and fast CUDA kernels, aimed at optimizing the training process across varying scales from single GPU setups to thousands. It is based on insights from over 4,000 scaling experiments and includes real-world case studies to illustrate effective training techniques. The playbook is intended to assist researchers and practitioners in overcoming scaling bottlenecks and improving efficiency in AI model training.

#Hugging Face

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