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inference

13 posts tagged inference.

  • A Strong Model Can Scaffold a Weak One Without Any Retraining Aug 13, 2026
  • BDH-CQ Makes ARC Reasoning Cheaper by Thinking in Latent Space Aug 11, 2026
  • A 16-node DGX Spark cluster at home: what running trillion-parameter models locally actually takes Aug 2, 2026
  • DeepSeek-V4-Flash on a 3090 shifts the bottleneck to DDR5 Aug 2, 2026
  • DeepSeek-V4-Flash on a Mac is an I/O story, not a parameter-count story Aug 2, 2026
  • Kimi K3 on 8 GB RAM is a systems lesson, not a serving plan Aug 2, 2026
  • llama.cpp support is becoming the real local AI distribution layer Aug 2, 2026
  • The Qwen3.8 rumor is really a VRAM planning signal Jul 19, 2026
  • Mesh LLM makes distributed inference a networking problem Jul 12, 2026
  • vLLM 0.25 Deletes PagedAttention, and the Transformers Backend Catches Up Jul 12, 2026
  • Long-context KV caches are getting selective Jul 8, 2026
  • Local LLMs are becoming a workflow choice, not a hobby project Jul 4, 2026
  • OrbitQuant makes diffusion quantization less tied to calibration sets Jul 3, 2026

Ken Ashe ·AI application builder ·CPA ·PMP

Building with AI in public. No hype, no doom. Receipts only.

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