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nemotron-30b-cpu-256k

Running a 30B MoE LLM on CPU at 30-50+ tok/s with a 256K Context Window via Hybrid Mamba-2 SSM, L3 NTA Slicing, AVX-512 VNNI Tile Repacking & 2MB HugePages

  • avx512
  • cpu-inference
  • hpc
  • llama-cpp
  • llm
  • mamba2
  • mixture-of-experts
  • nemotron
  • speculative-decoding
  • zen5
View on GitHub
Stars
41
Forks
4
+ today
+1
Created
2d

Ranking data as of October 31, 2026 (UTC).

Star History

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41 stars
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Overview

Running a 30B MoE LLM on CPU at 30-50+ tok/s with a 256K Context Window via Hybrid Mamba-2 SSM, L3 NTA Slicing, AVX-512 VNNI Tile Repacking & 2MB HugePages It ranks #4144 on GitTiger, gaining +1 star on October 31, 2026 (UTC).

The project is written in C++ and has 4 forks. It was created 2d ago.

Installation
git clone https://github.com/synchopate/nemotron-30b-cpu-256k.git
cd nemotron-30b-cpu-256k
# see README for setup