{"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":"4302fb599 + lab TP2 f21e9b557 + Q4K GLU 0a2785852; oneAPI 2026.1.1"},"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":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmsy530c70cpwms01bl1sjk6g"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"}},"hardware_count":2,"hardware_id":"intel-arc-pro-b70-32gb","id":"qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2","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/cmsy530c70cpwms01bl1sjk6g"}],"state":"none"},"kind":"reference","run_id":"cmsy530c70cpwms01bl1sjk6g","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmsy530c70cpwms01bl1sjk6g"},"metadata":{"localmaxxing":{"backend":"xpu","batch_size":1,"hardware_label":"Intel Arc Pro B70","notes":"Qwen3.8 27B Q4_K_M target-only TP2 on two Intel Arc Pro B70 GPUs. Fixed 12-prompt realistic suite, one cold request per unique prompt, cache_prompt=false and cached_tokens=0 throughout. No MTP, DFlash, draft model, prompt/KV/context/history/response reuse, or speculation. Primary score is the conventional median over 99 inter-token intervals between generated events 1 and 100. Device-local Q4_K gate/up/SwiGLU fusion passed 12/12 exact complete-output hashes against the prior target-only oracle. Public patch and repro are linked in engineFlags. One row ended naturally at EOS after 272 generated tokens, after the required 100-event timing window.","observed_command":"ONEAPI_DEVICE_SELECTOR=level_zero:1,0 GGML_SYCL_MMQ_Q4K_REORDER=1 GGML_SYCL_FUSED_MMVQ_SWIGLU_Q4K=1 llama-server -m Qwen3.8-27B-Q4_K_M.gguf --device SYCL0,SYCL1 --gpu-layers 99 --split-mode tensor --tensor-split 1,1 --flash-attn on --batch-size 1024 --ubatch-size 256 --cache-type-k f16 --cache-type-v f16 --cache-ram 0 --ctx-checkpoints 0 --fit off --reasoning off --threads 8 --poll 50 --ctx-size 8192 --parallel 1","run_id":"cmsy530c70cpwms01bl1sjk6g","tokenized":{"arguments":["llama-server","-m","Qwen3.8-27B-Q4_K_M.gguf","--device","SYCL0,SYCL1","--gpu-layers","99","--split-mode","tensor","--tensor-split","1,1","--flash-attn","on","--batch-size","1024","--ubatch-size","256","--cache-type-k","f16","--cache-type-v","f16","--cache-ram","0","--ctx-checkpoints","0","--fit","off","--reasoning","off","--threads","8","--poll","50","--ctx-size","8192","--parallel","1"],"environment":{"GGML_SYCL_FUSED_MMVQ_SWIGLU_Q4K":"1","GGML_SYCL_MMQ_Q4K_REORDER":"1","ONEAPI_DEVICE_SELECTOR":"level_zero:1,0"},"fidelity":"faithful"}}},"model_instance_id":"ggml-org-qwen3-8-27b-gguf--gguf-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/cmsy530c70cpwms01bl1sjk6g"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":8192,"tensor_parallel":2},"speed_sweep_ids":["qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-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/ggml-org/Qwen3.8-27B-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"ggml-org/Qwen3.8-27B-GGUF","status":"known","url":"https://huggingface.co/ggml-org/Qwen3.8-27B-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-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/ggml-org-qwen3-8-27b-gguf--gguf-q4-k-m","href":"/model-instances/ggml-org-qwen3-8-27b-gguf--gguf-q4-k-m","id":"ggml-org-qwen3-8-27b-gguf--gguf-q4-k-m","name":"ggml-org/Qwen3.8-27B-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-sweep","href":"/speed-sweep/qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-sweep","id":"qwen3-8-27b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp2-sweep"}]}},"meta":{"source":"registry"}}