{"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":["--model","Pilcothink/Ornith-1.0-397B-W4A16-AutoRound","--tensor-parallel-size","4","--host","0.0.0.0","--port","8000","--max-model-len","2048"],"container_port":8000,"entrypoint":null,"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":null},"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"}},"hardware_count":4,"hardware_id":"rtx-pro-6000-blackwell-96gb","id":"ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4","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/cmr0tw2q000sald0135iw12t0"}],"state":"none"},"kind":"reference","run_id":"cmr0tw2q000sald0135iw12t0","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmr0tw2q000sald0135iw12t0"},"metadata":{"localmaxxing":{"backend":"cuda","hardware_label":"RTX PRO 6000 Blackwell","notes":null,"observed_command":"# Remote endpoint: http://localhost:8000  servedModel: Ornith-1.0-397B","run_id":"cmr0tw2q000sald0135iw12t0","tokenized":{"endpoint":"http://localhost:8000","fidelity":"faithful","served_model_name":"Ornith-1.0-397B"}}},"model_instance_id":"pilcothink-ornith-1-0-397b-w4a16-autoround--w4a16","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/cmr0tw2q000sald0135iw12t0"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":2048,"tensor_parallel":4},"speed_sweep_ids":["ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-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/Pilcothink/Ornith-1.0-397B-W4A16-AutoRound"}]},"reason":"hf-api-confirmed-public","repository":"Pilcothink/Ornith-1.0-397B-W4A16-AutoRound","status":"known","url":"https://huggingface.co/Pilcothink/Ornith-1.0-397B-W4A16-AutoRound"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep"],"detail_urls":["/api/v1/speed-sweep/ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-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/ornith-1-0-397b","href":"/models/ornith-1-0-397b","id":"ornith-1-0-397b","name":"Ornith-1.0-397B"},"model_instance":{"api":"/api/v1/model-instances/pilcothink-ornith-1-0-397b-w4a16-autoround--w4a16","href":"/model-instances/pilcothink-ornith-1-0-397b-w4a16-autoround--w4a16","id":"pilcothink-ornith-1-0-397b-w4a16-autoround--w4a16","name":"Pilcothink/Ornith-1.0-397B-W4A16-AutoRound"},"speed_sweep":[{"api":"/api/v1/speed-sweep/ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep","href":"/speed-sweep/ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep","id":"ornith-1-0-397b-w4a16-rtx-pro-6000-blackwell-96gb-vllm-tp4-sweep"}]}},"meta":{"source":"registry"}}