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m-series

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NoxalisLab / Galactus

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Galactus executes 744B and 235B MoE models on undersized Macs with bit‑perfect llama.cpp parity, RAM-as-cache execution, and a full local app featuring an agent, permission gate, code editor, authenticated server mode, scheduled unattended runs, and fully published measurements.

mixture-of-experts apple-silicon large-language-models llm llama-cpp ggml llm-inference llm-local local-ai gguf m-series llm-benchmarking llm-performance macos-ai glm5-2 moe-inference expert-cache glm-family nvme-cache bit-identical
  • Updated Sep 27, 2026
  • TypeScript

arnavprabhu / deepseek-v4-flash-mac

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Run DeepSeek-V4.1-Flash (551B MoE, IQ2_XXS) locally on Apple Silicon with 128K context, even though it's bigger than RAM. Patched llama.cpp Metal runtime streams experts from SSD with a GPU expert cache. Tested on M5 Pro 64 GB: 252 tok/s prefill, 16.3 tok/s decode.

macos mac metal moe quantization mixture-of-experts on-device-ai unified-memory apple-silicon llm long-context llama-cpp local-llm llm-inference gguf m-series deepseek openai-compatible deepseek-v4 ssd-offloading
  • Updated Oct 26, 2026
  • JavaScript

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