{"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","google/gemma-4-31B-it","--tensor-parallel-size","1","--host","0.0.0.0","--port","8000","--max-model-len","32768"],"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":"nightly"},"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":1,"hardware_id":"rtx-pro-6000-blackwell-96gb","id":"gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh","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/cmowrr6x900a2o20124kbd1sh"}],"state":"none"},"kind":"reference","run_id":"cmowrr6x900a2o20124kbd1sh","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmowrr6x900a2o20124kbd1sh"},"metadata":{"localmaxxing":{"backend":"cuda","hardware_label":"RTX PRO 6000 Blackwell","notes":"Automated 32k/64k Pro 6000 batch benchmark. Local model: Gemma 4 31B IT MTP4 at /LINUX/Models/google/gemma-4-31B-it.","observed_command":"CUDA_DEVICE_ORDER=PCI_BUS_ID CUDA_VISIBLE_DEVICES=1 /home/espen/.local/share/rtxbench/venvs/vllm-gemma4-nightly/bin/python -m vllm.entrypoints.openai.api_server --model /LINUX/Models/google/gemma-4-31B-it --served-model-name gemma-4-31b-it-mtp8 --host 127.0.0.1 --port 8001 --max-model-len 32768 --gpu-memory-utilization 0.91 --trust-remote-code --max-num-seqs 1 --tool-call-parser gemma4 --enable-auto-tool-choice --speculative-config {\"method\":\"mtp\",\"num_speculative_tokens\":4,\"model\":\"/LINUX/Models/google/gemma-4-31B-it-assistant\"}","run_id":"cmowrr6x900a2o20124kbd1sh","tokenized":{"arguments":["/home/espen/.local/share/rtxbench/venvs/vllm-gemma4-nightly/bin/python","-m","vllm.entrypoints.openai.api_server","--model","/LINUX/Models/google/gemma-4-31B-it","--served-model-name","gemma-4-31b-it-mtp8","--host","127.0.0.1","--port","8001","--max-model-len","32768","--gpu-memory-utilization","0.91","--trust-remote-code","--max-num-seqs","1","--tool-call-parser","gemma4","--enable-auto-tool-choice","--speculative-config","{method:mtp,num_speculative_tokens:4,model:/LINUX/Models/google/gemma-4-31B-it-assistant}"],"environment":{"CUDA_DEVICE_ORDER":"PCI_BUS_ID","CUDA_VISIBLE_DEVICES":"1"},"fidelity":"faithful"}}},"model_instance_id":"google-gemma-4-31b-it--bf16","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/cmowrr6x900a2o20124kbd1sh"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":32768,"tensor_parallel":1},"speed_sweep_ids":["gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-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-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-sweep"],"detail_urls":["/api/v1/speed-sweep/gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-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/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--bf16","href":"/model-instances/google-gemma-4-31b-it--bf16","id":"google-gemma-4-31b-it--bf16","name":"google/gemma-4-31B-it"},"speed_sweep":[{"api":"/api/v1/speed-sweep/gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-sweep","href":"/speed-sweep/gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-sweep","id":"gemma-4-31b-bf16-rtx-pro-6000-blackwell-96gb-vllm-tp1-24kbd1sh-sweep"}]}},"meta":{"source":"registry"}}