[Discussion] A 5KB pure x86-64 assembly engine for Gemma-2B (FP16, 4.6 tok/s on CPU)
2.70T2 sourcer/LocalLLaMA
r/LocalLLaMAoriginal source ↗
Source record
Published by r/LocalLLaMA (T2 source). The original is at https://www.reddit.com/r/LocalLLaMA/comments/1wx5x1p/discussion_a_5kb_pure_x8664_assembly_engine_for/.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryDiscussion of a 5KB pure x86-64 assembly inference engine for the Gemma-2B model that runs at 4.6 tokens per second on CPU in FP16 precision.
Why it mattersMarks a notable lower bound for CPU-side LLM inference size and complexity, useful as a reference point when sizing local AI setups.
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