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Run a 1T parameter model on a 32gb Mac by streaming tensors from NVMe

BACKGROUND
1 SIGNALFIRST DETECTED 24 March 2026
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How the story developed
24 Mar
7.1
Other feeds and industry voices
22 Mar
Flash-Moe: Running a 397B Parameter Model on a Mac with 48GB RAM

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Show HN: Fine-tune an 8B model on a 4 GB laptop GPU

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8 Apr
Napkin math: KV cache for Llama 3.1 at 128K context is ~64GB per decode request, and that's after GQA

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Transitioning to iOS Dev + Local LLMs: Is the M5 Max with 64GB+ RAM the only real choice?

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1 Apr
Can I run 122B A10B on 3090 + 32GB ram?

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