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Qwen3.8-27B at 53 tok/s decode on a single Intel Arc Pro B60 (24GB): llama.cpp Vulkan + DFlash2 + Intel FA kernel, raw logs included

This story is from 2026-10-17. It is preserved in the archive; the latest stories are on the live feed.

I've spent the last few months tuning a 27B coding model on one Arc Pro B60 24GB (A$999 card) and published everything: engine build, flags, raw logs, a 100-task agent eval, and the misses. What moved the numbers: - DFlash2 draft model, 7 tokens per round: decode 16 -> 53 tok/s mean (47-58 across 7…

Read the full story at r/LocalLLM ↗

Timeline · 26 reports

  1. 2026-10-20 09:08 · AlphaSignal
    DeepSeek V4.1 Flash Beats GPT-6 Sol in a Simulated Cyber Attack
  2. 2026-10-19 20:20 · r/LocalLLM
    GitHub - vincalkr/DS41Engine: DeepSeek-V4.1-Flash GSQ on a single RX 7900 XTX (gfx1100, ROCm/HIP): the v41 engine, the optimizations with their measured numbers, and the docs
  3. 2026-10-19 16:08 · r/LocalLLM
    Run DeepSeek V4.1-Flash-1017 Locally Guide
  4. 2026-10-19 11:43 · r/LocalLLaMA
    DeepSeek V4.1 Flash at 2.61 bpw + Engram: 26 t/s on dual RTX 3090s with dsx
  5. 2026-10-19 08:02 · r/LocalLLM
    Can DeepSeek V4.1 Flash 1017 really run on 12GB VRAM + 64GB RAM?
  6. 2026-10-19 06:41 · TechNode
    DeepSeek releases V4.1 Flash-1017 with stronger coding and agent capabilities
  7. 2026-10-19 05:56 · r/LocalLLaMA
    DeepSeek-V4.1-Flash-1017 on AA & Vals index
  8. 2026-10-19 01:11 · r/LocalLLM
    Xolotl (Strata) + the new DeepSeek-V4.1-Flash-1017 — a 153 GiB quant for everyone
  9. 2026-10-18 23:24 · r/singularity
    Deepseek V4.1 Flash 1017 beats larger rivals in agentic tasks while once again massively cutting per-task costs
  10. 2026-10-18 22:34 · SiliconANGLE AI
    DeepSeek releases updated V4.1-Flash model it says completes tasks faster
  11. 2026-10-18 14:51 · r/LocalLLaMA
    unsloth/DeepSeek-V4.1-Flash-1017-GGUF · Hugging Face
  12. 2026-10-18 10:22 · r/LocalLLM
    MINISFORUM MS-S1 MAX P495 (192GB) Review and Weekend Test: llama.cpp Vulkan benchmarks: gpt-oss 120B, MiniMax M2.7, DeepSeek V4 Flash, Flash-Next, Qwen3.5 35B, Qwen3.8 27B (+ MTP)
  13. 2026-10-18 07:21 · r/LocalLLM
    I am getting a good deal on Intel Arc Pro B60 Dual, should I pull the trigger?
  14. 2026-10-18 04:13 · r/huggingface
    DeepSeek v4.1 Flash 1017 for Dwarfstar (ds4)
  15. 2026-10-18 04:12 · r/LocalLLM
    DeepSeek v4.1 Flash 1017 for Dwarfstar (ds4)
  16. 2026-10-18 04:12 · r/LocalLLaMA
    DeepSeek v4.1 Flash 1017 for Dwarfstar (ds4)
  17. 2026-10-18 02:04 · r/LocalLLaMA
    The whale girl mode in DeepSeek-V4.1-Flash-1017 is still there.
  18. 2026-10-17 21:41 · r/LocalLLM
    Xolotl (Strata based) - DeepSeek-V4.1-Flash (552B) on a single 4090 at ~27 tok/s, Uncensored 1017 quant coming in a couple of days
  19. 2026-10-17 21:40 · r/LocalLLaMA
    Xolotl (Strata based) - DeepSeek-V4.1-Flash (552B) on a single 4090 at ~27 tok/s, Uncensored 1017 quant coming in a couple of days
  20. 2026-10-17 20:42 · r/LocalLLaMA
    DeepSeek V4.1 Flash 1017 Support for ds4 · PR #1225 · antirez/ds4
  21. 2026-10-17 20:29 · r/LocalLLaMA
    DeepSeek V4.1 Flash 1017 [GGUF + Abliterated]
  22. 2026-10-17 18:56 · r/LocalLLM
    DeepSeek releases DeepSeek-V4.1-Flash-1017 open weights under the MIT license
  23. 2026-10-17 18:55 · r/huggingface
    DeepSeek releases DeepSeek-V4.1-Flash-1017 open weights under the MIT license
  24. 2026-10-17 15:12 · r/singularity
    DeepSeek v4.1-Flash-1017 new version
  25. 2026-10-17 14:15 · r/LocalLLaMA
    DeepSeek V4.1 Flash (1017) Now Leads Open-Weight Models
  26. 2026-10-17 10:50 · r/LocalLLM
    Qwen3.8-27B at 53 tok/s decode on a single Intel Arc Pro B60 (24GB): llama.cpp Vulkan + DFlash2 + Intel FA kernel, raw logs included

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  3. Qwen 27B (IQ4_XS, Q8/Q4 KV) at full 262k context on a 16GB RX 9070 XT: 80+ t/s decode with Adaptive KV Streaming — r/LocalLLaMA
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