ProductsProduct / feature launchEfficiency & Inference · Hardware & Compute1 source · Oct 11, 2026

Final revision of zzpanic vllm-radiance for 1 x R9700 GPU, qwen3.8-27b

Since StillDeadcode has released his new radiance inference engine, the writing is on the wall for the old vllm-radiance builds, people have moved on to newer and better.

Proof1 community thread

Key points

  • I can see a few more single digit percent speedups available but probably won't chase them.
  • This borrows from quite a few people who have done work in the Launch80 Discord and is by no means my sole work.
  • startup caching for vllm to prevent recompiling various things on each restart
  • a working kv-offload feature for vram-sysram-disk, with memory thinning to save storage.

Sources (1)

  • [1]Final revision of zzpanic vllm-radiance for 1 x R9700 GPU, qwen3.8-27b
    r/LocalLLaMA (top, daily) · Oct 11, 08:47 AM
    Since StillDeadcode has released his new radiance inference engine, the writing is on the wall for the old vllm-radiance builds, people have moved on to newer and better.
    I can see a few more single digit percent speedups available but probably won't chase them.

Extractive summary: sentences quoted from the sources.

Before this

  1. Oct 10, 2026DeepSeek-V4.1 Flash: The Most Insane Optimization So Far
  2. Oct 10, 2026vllm-sr/d3
  3. Oct 9, 2026Microsoft's Decision-1 model enters the fast-growing AI decision model race
  4. Oct 9, 2026S$^3$R: Fast and Faithful RL Rollouts via Self-Sparse Speculative Decoding
  5. Oct 9, 2026Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash
  6. Oct 8, 2026ConwayResearch/Underdog-Saluki-27B-1.0

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