{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":null,"draft_launch":{"accelerator_backend":"nvidia","arguments":["--model","google/gemma-4-31B-it","--tensor-parallel-size","1","--host","0.0.0.0","--port","8000"],"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":"0.20.2rc1.dev93+g51f22dcfd"},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"description":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"engine.graph_mode":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"runtime-detail-not-published","state":"unknown"},"metadata.localmaxxing.engine_flags.attentionBackend":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.flashAttn":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.gpuLayers":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.kvCacheDtype":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.tensorParallel":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"serving.kv_cache_tokens":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","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":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"serving.max_context_tokens":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"}},"hardware_count":2,"hardware_id":"rtx-3090-24gb","id":"gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1","launch":{"container":{"captured_at":"2026-08-27T06:04:13.773Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"recipe-launch","url":"https://www.localmaxxing.com/en/runs/cmovv054b00e7p101qtplty9r"}],"state":"none"},"kind":"reference","run_id":"cmovv054b00e7p101qtplty9r","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmovv054b00e7p101qtplty9r"},"metadata":{"localmaxxing":{"base_lineage":"known","engine_flags":{"attentionBackend":null,"flashAttn":null,"gpuLayers":null,"kvCacheDtype":null,"mtpEnabled":false,"specDecoding":false,"tensorParallel":null},"hardware_label":"2x RTX 3090 24GB","notes":"Gemma 4 MTP spec decode: target local cyankiwi/gemma-4-31B-it-AWQ-8bit, submitted under official base google/gemma-4-31B-it because exact quant POST returned 500. Docker nightly vLLM TP=2 on 2x RTX 3090, official assistant gg-hf-am/gemma-4-31B-it-assistant, num_speculative_tokens=4, no --enforce-eager. 3 measured streaming runs after 1 warmup, max_tokens=768, temp=0. Decode/output avg 87.67 tok/s; client wall avg 86.58 tok/s; TTFT 110ms.","revision_unpinned":true,"run_id":"cmovv054b00e7p101qtplty9r"}},"model_instance_id":"google-gemma-4-31b-it--int8","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"normalized-recipe","url":"https://www.localmaxxing.com/en/runs/cmovv054b00e7p101qtplty9r"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":null,"max_context_tokens":null,"tensor_parallel":1},"speed_sweep_ids":["gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-sweep"],"status":"candidate","huggingface":{"link_type":"repository","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"huggingface-api","url":"https://huggingface.co/api/models/google/gemma-4-31B-it"}]},"reason":"hf-api-confirmed-public","repository":"google/gemma-4-31B-it","status":"known","url":"https://huggingface.co/google/gemma-4-31B-it"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-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/gemma-4-31b","href":"/models/gemma-4-31b","id":"gemma-4-31b","name":"gemma-4-31B"},"model_instance":{"api":"/api/v1/model-instances/google-gemma-4-31b-it--int8","href":"/model-instances/google-gemma-4-31b-it--int8","id":"google-gemma-4-31b-it--int8","name":"google/gemma-4-31B-it"},"speed_sweep":[{"api":"/api/v1/speed-sweep/gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-sweep","href":"/speed-sweep/gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-sweep","id":"gemma-4-31b-int8-rtx-3090-24gb-vllm-tp1-sweep"}]}},"meta":{"source":"registry"}}