{"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","deepseek-ai/DeepSeek-V4-Flash","--tensor-parallel-size","1","--host","0.0.0.0","--port","8000","--max-model-len","200000"],"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":"0.21.1rc1.dev339+g1967a5627bc3-tp2"},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"engine.graph_mode":{"provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","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":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"kv-cache-capacity-not-published","state":"unknown"}},"hardware_count":1,"hardware_id":"dgx-spark-gb10-128gb","id":"deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1","launch":{"container":{"captured_at":"2026-08-30T09:26:09Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-30T09:26:09Z","kind":"recipe-launch","url":"https://www.localmaxxing.com/en/runs/cmpw3cr6l003tr101wblsaxvj"}],"state":"none"},"kind":"reference","run_id":"cmpw3cr6l003tr101wblsaxvj","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmpw3cr6l003tr101wblsaxvj"},"metadata":{"localmaxxing":{"backend":"cuda","hardware_label":"GB10 Grace Blackwell","notes":"2x NVIDIA DGX Spark (GB10) cluster, TP=2 over RoCE. FP8 KV cache + MXFP4 MoE, MTP=2, 200K ctx (aidendle94/sparkrun-vllm-ds4-gb10). Warm single-stream, temp=0. ttftMs=median of 3 (short prompt, streaming). tokSOut=median of 3 (code prompt, max_tokens=256, completion_tokens/decode_seconds). tokSPrefill=median of 3 (~2000-token unique prompts, prefix-cache defeated). Unified memory 128GB/node (242GB combined pool); peakVramGb=209 = 105GB(node1)+104GB(node2) actually used.","observed_command":"vllm serve deepseek-ai/DeepSeek-V4-Flash --tensor-parallel-size 2 --max-model-len 200000 --kv-cache-dtype fp8 --gpu-memory-utilization 0.8","run_id":"cmpw3cr6l003tr101wblsaxvj","tokenized":{"arguments":["vllm","serve","deepseek-ai/DeepSeek-V4-Flash","--tensor-parallel-size","2","--max-model-len","200000","--kv-cache-dtype","fp8","--gpu-memory-utilization","0.8"],"fidelity":"faithful"}}},"model_instance_id":"deepseek-ai-deepseek-v4-flash--fp8","provenance":{"captured_at":"2026-08-30T09:26:09Z","sources":[{"captured_at":"2026-08-30T09:26:09Z","kind":"normalized-recipe","url":"https://www.localmaxxing.com/en/runs/cmpw3cr6l003tr101wblsaxvj"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":200000,"tensor_parallel":1},"speed_sweep_ids":["deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-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/deepseek-ai/DeepSeek-V4-Flash"}]},"reason":"hf-api-confirmed-public","repository":"deepseek-ai/DeepSeek-V4-Flash","status":"known","url":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/dgx-spark-gb10-128gb","href":"/hardware/dgx-spark-gb10-128gb","id":"dgx-spark-gb10-128gb","name":"NVIDIA DGX Spark GB10"},"model":{"api":"/api/v1/models/deepseek-v4-flash","href":"/models/deepseek-v4-flash","id":"deepseek-v4-flash","name":"DeepSeek-V4-Flash"},"model_instance":{"api":"/api/v1/model-instances/deepseek-ai-deepseek-v4-flash--fp8","href":"/model-instances/deepseek-ai-deepseek-v4-flash--fp8","id":"deepseek-ai-deepseek-v4-flash--fp8","name":"deepseek-ai/DeepSeek-V4-Flash"},"speed_sweep":[{"api":"/api/v1/speed-sweep/deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-sweep","href":"/speed-sweep/deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-sweep","id":"deepseek-v4-flash-fp8-dgx-spark-gb10-128gb-vllm-tp1-sweep"}]}},"meta":{"source":"registry"}}