{"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","Qwen/Qwen3.6-35B-A3B-FP8","--tensor-parallel-size","2","--host","0.0.0.0","--port","8000","--max-model-len","32768"],"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":"0.19.1"},"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/cmof9h1970008l704j9dc7oo7"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"}},"hardware_count":2,"hardware_id":"rtx-3090-24gb","id":"qwen3-6-35b-a3b-fp8-rtx-3090-24gb-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/cmof9h1970008l704j9dc7oo7"}],"state":"none"},"kind":"reference","run_id":"cmof9h1970008l704j9dc7oo7","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmof9h1970008l704j9dc7oo7"},"metadata":{"localmaxxing":{"backend":"cuda","batch_size":1,"hardware_label":"RTX 3090","notes":"Qwen 3.6 35B-A3B MoE (3B active per token, sparse activation). Mixed-pair rig: RTX 3090 Ti (slot 1, x16) + RTX 3090 FE (slot 2, x4); TP=2 still gated by FE bandwidth. Single-stream 512/512 via `vllm bench serve` at concurrency=1, 20 prompts. Median TPOT 6.86 ms (~146 t/s decode). Required `--max-num-batched-tokens 4096` (default 2048 < hybrid Mamba block size 2096 → boot assertion). Prefix caching + torch.compile + CUDAGraphs engaged.","observed_command":"vllm serve Qwen/Qwen3.6-35B-A3B-FP8 --tensor-parallel-size 2 --gpu-memory-utilization 0.88 --max-model-len 32768 --max-num-seqs 2 --max-num-batched-tokens 4096 --kv-cache-dtype fp8 --dtype auto --enable-prefix-caching --enable-auto-tool-choice --tool-call-parser qwen3_coder --reasoning-parser qwen3","run_id":"cmof9h1970008l704j9dc7oo7","tokenized":{"arguments":["vllm","serve","Qwen/Qwen3.6-35B-A3B-FP8","--tensor-parallel-size","2","--gpu-memory-utilization","0.88","--max-model-len","32768","--max-num-seqs","2","--max-num-batched-tokens","4096","--kv-cache-dtype","fp8","--dtype","auto","--enable-prefix-caching","--enable-auto-tool-choice","--tool-call-parser","qwen3_coder","--reasoning-parser","qwen3"],"fidelity":"faithful"}}},"model_instance_id":"qwen-qwen3-6-35b-a3b-fp8--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/cmof9h1970008l704j9dc7oo7"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":2,"max_context_tokens":32768,"tensor_parallel":2},"speed_sweep_ids":["qwen3-6-35b-a3b-fp8-rtx-3090-24gb-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-FP8"}]},"reason":"hf-api-confirmed-public","repository":"Qwen/Qwen3.6-35B-A3B-FP8","status":"known","url":"https://huggingface.co/Qwen/Qwen3.6-35B-A3B-FP8"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-6-35b-a3b-fp8-rtx-3090-24gb-vllm-tp2-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-6-35b-a3b-fp8-rtx-3090-24gb-vllm-tp2-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-3090-24gb","href":"/hardware/rtx-3090-24gb","id":"rtx-3090-24gb","name":"GeForce RTX 3090"},"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--fp8","href":"/model-instances/qwen-qwen3-6-35b-a3b-fp8--fp8","id":"qwen-qwen3-6-35b-a3b-fp8--fp8","name":"Qwen/Qwen3.6-35B-A3B-FP8"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-6-35b-a3b-fp8-rtx-3090-24gb-vllm-tp2-sweep","href":"/speed-sweep/qwen3-6-35b-a3b-fp8-rtx-3090-24gb-vllm-tp2-sweep","id":"qwen3-6-35b-a3b-fp8-rtx-3090-24gb-vllm-tp2-sweep"}]}},"meta":{"source":"registry"}}