{"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":null,"name":"vllm","version":"0.26.1rc1.dev771+g8e6d8e4f6 XPU (editable tree, custom-patched: host-staged collectives + mamba_utils int64 fix + INT8 lm_head backport)"},"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":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"runtime-detail-not-published","state":"unknown"},"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/cmt2a84b70cp3mv0161xvsnfh"}]},"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/cmt2a84b70cp3mv0161xvsnfh"}]},"reason":"explicit-source-context-limit","state":"known"}},"hardware_count":2,"hardware_id":"intel-arc-pro-b70-32gb","id":"qwen3-8-27b-fp8-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/cmt2a84b70cp3mv0161xvsnfh"}],"state":"none"},"kind":"reference","run_id":"cmt2a84b70cp3mv0161xvsnfh","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmt2a84b70cp3mv0161xvsnfh"},"metadata":{"localmaxxing":{"backend":"xpu","batch_size":1,"hardware_label":"Intel Arc Pro B70","notes":"JonathanColetti/Qwen3.8-27B-Uncensored FP8 (load-time W8A8 e4m3, Fp8PerTensorOnlineLinearMethod) served via vLLM on 2x Intel Arc Pro B70 TP2 (non-P2P host-staged collectives), MTP3 speculative decode, INT8 lm_head, FP8 KV, 262144 ctx, greedy. Prompt shape prewarmed before measuring; iterations 67.3-71.0. Strict cold-suite 66.3 tok/s (tokens 1-100 after TTFT, cached_tokens=0), quality gate passed.","observed_command":"VLLM_XPU_HOST_STAGED_COLLECTIVES=1 USE_PINNED_ONECCL=1 vllm serve /data/models/Qwen3.8-27B-Uncensored-bf16-full --host 0.0.0.0 --port 19622 --served-model-name Qwen3.8-27B-UNC-FP8 --tensor-parallel-size 2 --dtype float16 --max-model-len 262144 --max-num-seqs 1 --max-num-batched-tokens 8192 --gpu-memory-utilization 0.95 --kv-cache-dtype fp8 --enable-prompt-tokens-details --enable-auto-tool-choice --tool-call-parser qwen3_coder --reasoning-parser qwen3 --default-chat-template-kwargs '{\"enable_thinking\": false, \"reasoning_effort\": \"low\"}' --speculative-config '{\"method\":\"qwen3_5_mtp\",\"num_speculative_tokens\":3}' --quantization fp8 --chat-template /data/models/Qwen3.8-27B-Uncensored-g128-AutoRound/chat_template.jinja","run_id":"cmt2a84b70cp3mv0161xvsnfh","tokenized":{"arguments":["vllm","serve","/data/models/Qwen3.8-27B-Uncensored-bf16-full","--host","0.0.0.0","--port","19622","--served-model-name","Qwen3.8-27B-UNC-FP8","--tensor-parallel-size","2","--dtype","float16","--max-model-len","262144","--max-num-seqs","1","--max-num-batched-tokens","8192","--gpu-memory-utilization","0.95","--kv-cache-dtype","fp8","--enable-prompt-tokens-details","--enable-auto-tool-choice","--tool-call-parser","qwen3_coder","--reasoning-parser","qwen3","--default-chat-template-kwargs","{\"enable_thinking\": false, \"reasoning_effort\": \"low\"}","--speculative-config","{\"method\":\"qwen3_5_mtp\",\"num_speculative_tokens\":3}","--quantization","fp8","--chat-template","/data/models/Qwen3.8-27B-Uncensored-g128-AutoRound/chat_template.jinja"],"environment":{"USE_PINNED_ONECCL":"1","VLLM_XPU_HOST_STAGED_COLLECTIVES":"1"},"fidelity":"faithful"}}},"model_instance_id":"jonathancoletti-qwen3-8-27b-uncensored--fp8","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/cmt2a84b70cp3mv0161xvsnfh"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":262144,"tensor_parallel":2},"speed_sweep_ids":["qwen3-8-27b-fp8-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/JonathanColetti/Qwen3.8-27B-Uncensored"}]},"reason":"hf-api-confirmed-public","repository":"JonathanColetti/Qwen3.8-27B-Uncensored","status":"known","url":"https://huggingface.co/JonathanColetti/Qwen3.8-27B-Uncensored"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-fp8-intel-arc-pro-b70-32gb-vllm-tp2-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-fp8-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/qwen3-8-27b","href":"/models/qwen3-8-27b","id":"qwen3-8-27b","name":"Qwen3.8-27B"},"model_instance":{"api":"/api/v1/model-instances/jonathancoletti-qwen3-8-27b-uncensored--fp8","href":"/model-instances/jonathancoletti-qwen3-8-27b-uncensored--fp8","id":"jonathancoletti-qwen3-8-27b-uncensored--fp8","name":"JonathanColetti/Qwen3.8-27B-Uncensored"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-fp8-intel-arc-pro-b70-32gb-vllm-tp2-sweep","href":"/speed-sweep/qwen3-8-27b-fp8-intel-arc-pro-b70-32gb-vllm-tp2-sweep","id":"qwen3-8-27b-fp8-intel-arc-pro-b70-32gb-vllm-tp2-sweep"}]}},"meta":{"source":"registry"}}