Qwen3.8 27B FP8 on 4× Radeon AI PRO R9700: 7K tok/s prefill, 814 tok/s C8 decode
Working on a full inference stack for 4xr9700(engine, on-device training, routing). wanted to share progress so far. All GPUs are capped at 210w(so plugs into any normal 15a outlet). BF16 KV, MTP enabled(no spec). ### Latency Metric Mean P50 P90 P95 P99 TTFT 4.605s 4.674s 4.682s 4.683s 4.690s TPOT…
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Timeline · 2 reports
- 2026-11-06 06:38 · r/LocalLLM
RadianceMemory + RadianceSwap: KV cache paged to host RAM by sparse attention (byte-identical output), and in-process multi-model serving that moves VRAM between models at runtime — 2× Radeon AI PRO R9700 - 2026-11-06 02:08 · r/LocalLLM
Qwen3.8 27B FP8 on 4× Radeon AI PRO R9700: 7K tok/s prefill, 814 tok/s C8 decode