A 30B Model Crawled on My Mini PC, But the Weights Were Innocent

Tech Stories Tech Brief By HackerNoon · Jul 7, 2026 · 6m

This story was originally published on HackerNoon at: https://hackernoon.com/a-30b-model-crawled-on-my-mini-pc-but-the-weights-were-innocent. GLM-4.7-Flash is a 30B model with 3B active params, so why did it crawl on my mini PC? Not the weights, not the quant. The attention design, and the runtime. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #local-llms, #mixture-of-experts, #multi-head-latent-attention, #kv-cache, #llamacpp, #glm-4.7-flash-benchmark, #gguf-quantization-benchmark, #hackernoon-top-story, and…