Tag: data parallelism
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Hacker News: Mirror, Mirror on the Wall, What Is the Best Topology of Them All?
Source URL: https://cacm.acm.org/research-highlights/technical-perspective-mirror-mirror-on-the-wall-what-is-the-best-topology-of-them-all/ Source: Hacker News Title: Mirror, Mirror on the Wall, What Is the Best Topology of Them All? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the critical nature of infrastructure design for large-scale AI systems, particularly focusing on network topologies that support specialized AI workloads. It introduces the…
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Simon Willison’s Weblog: lm.rs: run inference on Language Models locally on the CPU with Rust
Source URL: https://simonwillison.net/2024/Oct/11/lmrs/ Source: Simon Willison’s Weblog Title: lm.rs: run inference on Language Models locally on the CPU with Rust Feedly Summary: lm.rs: run inference on Language Models locally on the CPU with Rust Impressive new LLM inference implementation in Rust by Samuel Vitorino. I tried it just now on an M2 Mac with 64GB…
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Hacker News: How to train a model on 10k H100 GPUs?
Source URL: https://soumith.ch/blog/2024-10-02-training-10k-scale.md.html Source: Hacker News Title: How to train a model on 10k H100 GPUs? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses advanced techniques for training massive AI models using 10,000 NVIDIA H100 GPUs, emphasizing the importance of efficient data parallelization, communication optimization, and rapid failure recovery. These insights…