{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.","engine":{"graph_mode":null,"name":"llama.cpp","version":"b10255+ SYCL (071327508) build-sycl-0804"},"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"},"serving.max_concurrency":{"provenance":{"captured_at":"2026-08-31T23:03:15Z","sources":[{"captured_at":"2026-08-31T23:03:15Z","kind":"source-semantics","url":"https://www.localmaxxing.com/en/runs/cmst4iust02r7ms01jjmtfmeu"}]},"reason":"server-capacity-not-evidenced","state":"unknown"},"serving.max_context_tokens":{"provenance":{"captured_at":"2026-09-01T10:20:39Z","sources":[{"captured_at":"2026-09-01T10:20:39Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmst4iust02r7ms01jjmtfmeu"}]},"reason":"explicit-source-context-limit","state":"known"}},"hardware_count":1,"hardware_id":"intel-arc-pro-b70-32gb","id":"qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu","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/cmst4iust02r7ms01jjmtfmeu"}],"state":"none"},"kind":"reference","run_id":"cmst4iust02r7ms01jjmtfmeu","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmst4iust02r7ms01jjmtfmeu"},"metadata":{"localmaxxing":{"backend":"xpu","batch_size":1,"hardware_label":"Intel Arc Pro B70","notes":"Qwen3.8-27B (dense 27B, hybrid GDN linear+full attention, MTP head not in GGUF quant). Community quant unsloth/Qwen3.8-27B-GGUF Q4_K_M (SHA-256 7b2aec3b...cc89f1b) -- weights released 2026-08-14T15:00Z, benched same day. 230W cap (stock). llama-bench tg128 mean 22.30 t/s (+/-0.01, n=5, C1, cold cache). Cold input pp8192 mean 1121.40 t/s (+/-1.89, n=5); pp512 778.80 / pp2048 1115.99 / pp4096 1137.02. Load at -c 131072 verified, 10.2 GiB VRAM free after load. KV q8_0 K + q4_1 V, FA on. Correctness: coherent smoke 5/5, deterministic replay pass, token exactness pass; reference parity not run. Cross-cap note: at matched 150W cap this model runs tg128 mean 17.78 (n=5, separate submission); prior Qwen3.6-27B Q4_K_M ran tg128 21.3 mean (n=3, 150W, Run 9) -- comparisons across caps are directional only. Dense power scaling 150->230W measured +25% decode on this model.","observed_command":"llama-server -m Qwen3.8-27B-Q4_K_M.gguf -ngl 99 -ncmoe 0 -fa on -ctk q8_0 -ctv q4_1 -c 131072 -b 8192 -ub 4096 -t 8 --no-mmap -dev SYCL0","run_id":"cmst4iust02r7ms01jjmtfmeu","tokenized":{"arguments":["llama-server","-m","Qwen3.8-27B-Q4_K_M.gguf","-ngl","99","-ncmoe","0","-fa","on","-ctk","q8_0","-ctv","q4_1","-c","131072","-b","8192","-ub","4096","-t","8","--no-mmap","-dev","SYCL0"],"fidelity":"faithful"}}},"model_instance_id":"qwen-qwen3-8-27b--q4-k-m","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/cmst4iust02r7ms01jjmtfmeu"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":null,"max_context_tokens":131072,"tensor_parallel":1},"speed_sweep_ids":["qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-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/Qwen3.8-27B"}]},"reason":"hf-api-confirmed-public","repository":"Qwen/Qwen3.8-27B","status":"known","url":"https://huggingface.co/Qwen/Qwen3.8-27B"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/intel-arc-pro-b70-32gb","href":"/hardware/intel-arc-pro-b70-32gb","id":"intel-arc-pro-b70-32gb","name":"Intel Arc Pro B70"},"model":{"api":"/api/v1/models/qwen3-8-27b","href":"/models/qwen3-8-27b","id":"qwen3-8-27b","name":"Qwen3.8-27B"},"model_instance":{"api":"/api/v1/model-instances/qwen-qwen3-8-27b--q4-k-m","href":"/model-instances/qwen-qwen3-8-27b--q4-k-m","id":"qwen-qwen3-8-27b--q4-k-m","name":"Qwen/Qwen3.8-27B"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-sweep","href":"/speed-sweep/qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-sweep","id":"qwen3-8-27b-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-jjmtfmeu-sweep"}]}},"meta":{"source":"registry"}}