{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.","draft_launch":{"accelerator_backend":"nvidia","arguments":["serve","--model","sakamakismile/Qwen3.8-27B-MTP-NVFP4","--tensor-parallel-size","1","--host","0.0.0.0","--port","8000","--max-model-len","2048"],"container_port":8000,"entrypoint":"vllm","environment":{},"host_port":8000,"image":"vllm/vllm-openai@sha256:0a51ea5b4ae2dc5d81890e5173f54203d2a3ae0cfffe51b8fd2afd4391bfd967","ipc":"host","kind":"docker","mounts":[{"read_only":false,"source":"~/.cache/huggingface","target":"/root/.cache/huggingface"}],"shm_size":"16g","synthesized":{"generated_at":"2026-08-31T22:12:17Z","image_provenance":"deepseek-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1","template":"vllm-openai-v1"}},"engine":{"graph_mode":null,"name":"vllm","version":"0.27.1"},"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"},"draft_launch.entrypoint":{"provenance":{"captured_at":"2026-09-01T01:41:26Z","sources":[{"captured_at":"2026-09-01T01:41:26Z","kind":"container-config","url":"https://registry-1.docker.io/v2/vllm/vllm-openai/manifests/sha256:0a51ea5b4ae2dc5d81890e5173f54203d2a3ae0cfffe51b8fd2afd4391bfd967"}]},"reason":"linux-amd64-container-config-entrypoint","state":"known"},"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":"2026-08-31T23:03:15Z","sources":[{"captured_at":"2026-08-31T23:03:15Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmsuvwbik06v9ms011pntqfja"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"}},"hardware_count":1,"hardware_id":"rtx-pro-6000-blackwell-96gb","id":"qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1","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/cmsuvwbik06v9ms011pntqfja"}],"state":"none"},"kind":"reference","run_id":"cmsuvwbik06v9ms011pntqfja","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmsuvwbik06v9ms011pntqfja"},"metadata":{"localmaxxing":{"backend":"cuda","batch_size":1,"hardware_label":"RTX PRO 6000 Blackwell","notes":"vLLM 0.27.1; NVFP4 W4A4; MTP speculative decoding (qwen3_5_mtp, 3 draft tokens); bf16 KV uncapped; gpu-util 0.95; single-tenant solo; max-model-len 960k","observed_command":"vllm serve /models/Qwen3.8-27B-MTP-NVFP4 --served-model-name qwen3.8-27b --max-model-len 960000 --kv-cache-dtype bfloat16 --gpu-memory-utilization 0.95 --max-num-seqs 4 --enable-prefix-caching --enable-chunked-prefill --reasoning-parser qwen3 --enable-auto-tool-choice --tool-call-parser qwen3_coder --speculative-config {\"method\":\"qwen3_5_mtp\",\"num_speculative_tokens\":3}","run_id":"cmsuvwbik06v9ms011pntqfja","tokenized":{"arguments":["vllm","serve","/models/Qwen3.8-27B-MTP-NVFP4","--served-model-name","qwen3.8-27b","--max-model-len","960000","--kv-cache-dtype","bfloat16","--gpu-memory-utilization","0.95","--max-num-seqs","4","--enable-prefix-caching","--enable-chunked-prefill","--reasoning-parser","qwen3","--enable-auto-tool-choice","--tool-call-parser","qwen3_coder","--speculative-config","{method:qwen3_5_mtp,num_speculative_tokens:3}"],"fidelity":"faithful"}}},"model_instance_id":"sakamakismile-qwen3-8-27b-mtp-nvfp4--nvfp4","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/cmsuvwbik06v9ms011pntqfja"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":4,"max_context_tokens":2048,"tensor_parallel":1},"speed_sweep_ids":["qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-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/sakamakismile/Qwen3.8-27B-MTP-NVFP4"}]},"reason":"hf-api-confirmed-public","repository":"sakamakismile/Qwen3.8-27B-MTP-NVFP4","status":"known","url":"https://huggingface.co/sakamakismile/Qwen3.8-27B-MTP-NVFP4"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-pro-6000-blackwell-96gb","href":"/hardware/rtx-pro-6000-blackwell-96gb","id":"rtx-pro-6000-blackwell-96gb","name":"RTX PRO 6000 Blackwell"},"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/sakamakismile-qwen3-8-27b-mtp-nvfp4--nvfp4","href":"/model-instances/sakamakismile-qwen3-8-27b-mtp-nvfp4--nvfp4","id":"sakamakismile-qwen3-8-27b-mtp-nvfp4--nvfp4","name":"sakamakismile/Qwen3.8-27B-MTP-NVFP4"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep","href":"/speed-sweep/qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep","id":"qwen3-8-27b-nvfp4-rtx-pro-6000-blackwell-96gb-vllm-tp1-sweep"}]}},"meta":{"source":"registry"}}