{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.","engine":{"graph_mode":"full-decode-only","name":"vllm","version":"vllm-main d272418f4 (XPU graph + PatchB)"},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"engine.graph_mode":{"provenance":{"captured_at":"2026-09-01T01:32:29Z","sources":[{"captured_at":"2026-09-01T01:32:29Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"}]},"reason":"explicit-cudagraph-mode-in-observed-command","state":"known"},"serving.kv_cache_tokens":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"kv-cache-capacity-not-published","state":"unknown"},"serving.max_concurrency":{"provenance":{"captured_at":"2026-09-01T10:20:39Z","sources":[{"captured_at":"2026-09-01T10:20:39Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"}]},"reason":"explicit-source-server-capacity","state":"known"},"serving.max_context_tokens":{"provenance":{"captured_at":"2026-09-01T10:20:39Z","sources":[{"captured_at":"2026-09-01T10:20:39Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"}]},"reason":"explicit-source-context-limit","state":"known"}},"hardware_count":2,"hardware_id":"intel-arc-pro-b70-32gb","id":"qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2","launch":{"container":{"captured_at":"2026-08-30T09:10:02Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-30T09:10:02Z","kind":"recipe-launch","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"}],"state":"none"},"kind":"reference","run_id":"cmqsyq9lt011rqr010otg1494","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"},"metadata":{"localmaxxing":{"backend":"xpu","batch_size":1,"hardware_label":"Intel Arc Pro B70","notes":"b1 DECODE = 110.73 t/s (corrected after-first-token, mean-of-5, temp 0, deterministic 110.71-110.76). Qwen3.6-35B-A3B online-FP8 + FP8-KV on 2x Intel Arc Pro B70 (TP=2) via vLLM-XPU graph-mode (FULL_DECODE_ONLY, vllm-main d272418f4 + PatchB kernel). Cold prefill ~6000 tok/s; align prefix-cache + qwen3_coder tool-calling. Higher-batch aggregate (1 TP=2 instance): b8=592, b16=598, b24=603 tok/s. Stability: ~20h continuous SWE-bench-Verified-500 agentic load, zero corruption/repetition. (A native-BF16 TP=4 config reaches 120.76 b1 -- separate entry.) HP B70 variant excluded; no power-limit changes.","observed_command":"ZE_AFFINITY_MASK=0,2 VLLM_XPU_ENABLE_XPU_GRAPH=1 vllm serve qwen36-35b-a3b-bf16-hf --quantization fp8 --kv-cache-dtype fp8 --enable-prefix-caching --mamba-cache-mode align --tensor-parallel-size 2 --dtype float16 --max-model-len 65536 --max-num-seqs 8 --gpu-memory-utilization 0.90 --max-num-batched-tokens 8192 --trust-remote-code --enable-auto-tool-choice --tool-call-parser qwen3_coder --compilation-config '{\"cudagraph_mode\":\"FULL_DECODE_ONLY\",\"cudagraph_capture_sizes\":[1,2,4,8]}'","run_id":"cmqsyq9lt011rqr010otg1494","tokenized":{"arguments":["vllm","serve","qwen36-35b-a3b-bf16-hf","--quantization","fp8","--kv-cache-dtype","fp8","--enable-prefix-caching","--mamba-cache-mode","align","--tensor-parallel-size","2","--dtype","float16","--max-model-len","65536","--max-num-seqs","8","--gpu-memory-utilization","0.90","--max-num-batched-tokens","8192","--trust-remote-code","--enable-auto-tool-choice","--tool-call-parser","qwen3_coder","--compilation-config","{\"cudagraph_mode\":\"FULL_DECODE_ONLY\",\"cudagraph_capture_sizes\":[1,2,4,8]}"],"environment":{"VLLM_XPU_ENABLE_XPU_GRAPH":"1","ZE_AFFINITY_MASK":"0,2"},"fidelity":"faithful"}}},"model_instance_id":"qwen-qwen3-6-35b-a3b--fp8-online-fp8-kv","provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"normalized-recipe","url":"https://www.localmaxxing.com/en/runs/cmqsyq9lt011rqr010otg1494"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":8,"max_context_tokens":65536,"tensor_parallel":2},"speed_sweep_ids":["qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep"],"status":"candidate","huggingface":{"link_type":"repository","provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"huggingface-api","url":"https://huggingface.co/api/models/Qwen/Qwen3.6-35B-A3B"}]},"reason":"hf-api-confirmed-public","repository":"Qwen/Qwen3.6-35B-A3B","status":"known","url":"https://huggingface.co/Qwen/Qwen3.6-35B-A3B"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/intel-arc-pro-b70-32gb","href":"/hardware/intel-arc-pro-b70-32gb","id":"intel-arc-pro-b70-32gb","name":"Intel Arc Pro B70"},"model":{"api":"/api/v1/models/qwen3-6-35b-a3b","href":"/models/qwen3-6-35b-a3b","id":"qwen3-6-35b-a3b","name":"Qwen3.6-35B-A3B"},"model_instance":{"api":"/api/v1/model-instances/qwen-qwen3-6-35b-a3b--fp8-online-fp8-kv","href":"/model-instances/qwen-qwen3-6-35b-a3b--fp8-online-fp8-kv","id":"qwen-qwen3-6-35b-a3b--fp8-online-fp8-kv","name":"Qwen/Qwen3.6-35B-A3B"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep","href":"/speed-sweep/qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep","id":"qwen3-6-35b-a3b-fp8-online-fp8-kv-intel-arc-pro-b70-32gb-vllm-tp2-sweep"}]}},"meta":{"source":"registry"}}