{"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":"9fee29e9435f + neural.download twelve-feature patch 7b9204f8f446; 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/cmt9m8gvg00yeli01ylok5hfn"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"}},"hardware_count":1,"hardware_id":"intel-arc-pro-b70-32gb","id":"ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1","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/cmt9m8gvg00yeli01ylok5hfn"}],"state":"none"},"kind":"reference","run_id":"cmt9m8gvg00yeli01ylok5hfn","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmt9m8gvg00yeli01ylok5hfn"},"metadata":{"localmaxxing":{"backend":"xpu","batch_size":1,"hardware_label":"Intel Arc Pro B70","notes":"Ornith 1.5 35B-A3B Q4_K_M target-only on one Intel Arc Pro B70. Mean of two fresh-server conventional 99-interval suite medians: 130.451371 and 132.469090 tok/s; every prompt was unique, cache_prompt=false, and cached_tokens=0. The neural.download twelve-feature SYCL stack removes 780 launches/token while preserving the validated rounded FP32 boundaries. Exact patches, build, model hash, depth curves, and commands: https://neural.download/models/ornith-15-35b-a3b-q4km-b70.html and https://github.com/steveseguin/b70-optimization-lab/tree/main/repro/ornith-15-35b-a3b-q4km-b70. MoE uses about 3B active parameters per token.","observed_command":"UR_L0_V2_FORCE_DISABLE_COPY_OFFLOAD=1 GGML_SYCL_ENABLE_GRAPH=0 GGML_SYCL_FUSED_MOE_ADD_REDUCE=1 GGML_SYCL_FUSED_ORNITH_CONV_SILU=1 GGML_SYCL_FUSED_RESIDUAL_RMS_NORM=1 GGML_SYCL_FUSED_ORNITH_CONCAT_STATE=1 GGML_SYCL_FUSED_ORNITH_CONCAT_STATE_DIRECT=1 GGML_SYCL_FUSED_ORNITH_ALPHA_GATE=1 GGML_SYCL_FUSED_ORNITH_MOE_GATE_UP=1 GGML_SYCL_FUSED_ORNITH_MOE_SHARED_RESIDUAL_RMS=1 GGML_SYCL_FUSED_ORNITH_GDN_RMS_GATE=1 GGML_SYCL_FUSED_ORNITH_GDN_STATE_IO=1 GGML_SYCL_FUSED_ORNITH_QK_NORM_ROPE=1 GGML_SYCL_FUSED_ORNITH_MOE_GATE_RESIDUAL_RMS=1 llama-server -m Ornith-1.5-35B-Q4_K_M.gguf --reasoning off -c 8192 -ctk f16 -ctv f16 --device SYCL0 -ngl 99 -fa auto --parallel 1 --cache-ram 0 --ctx-checkpoints 0 --fit off","run_id":"cmt9m8gvg00yeli01ylok5hfn","tokenized":{"arguments":["llama-server","-m","Ornith-1.5-35B-Q4_K_M.gguf","--reasoning","off","-c","8192","-ctk","f16","-ctv","f16","--device","SYCL0","-ngl","99","-fa","auto","--parallel","1","--cache-ram","0","--ctx-checkpoints","0","--fit","off"],"environment":{"GGML_SYCL_ENABLE_GRAPH":"0","GGML_SYCL_FUSED_MOE_ADD_REDUCE":"1","GGML_SYCL_FUSED_ORNITH_ALPHA_GATE":"1","GGML_SYCL_FUSED_ORNITH_CONCAT_STATE":"1","GGML_SYCL_FUSED_ORNITH_CONCAT_STATE_DIRECT":"1","GGML_SYCL_FUSED_ORNITH_CONV_SILU":"1","GGML_SYCL_FUSED_ORNITH_GDN_RMS_GATE":"1","GGML_SYCL_FUSED_ORNITH_GDN_STATE_IO":"1","GGML_SYCL_FUSED_ORNITH_MOE_GATE_RESIDUAL_RMS":"1","GGML_SYCL_FUSED_ORNITH_MOE_GATE_UP":"1","GGML_SYCL_FUSED_ORNITH_MOE_SHARED_RESIDUAL_RMS":"1","GGML_SYCL_FUSED_ORNITH_QK_NORM_ROPE":"1","GGML_SYCL_FUSED_RESIDUAL_RMS_NORM":"1","UR_L0_V2_FORCE_DISABLE_COPY_OFFLOAD":"1"},"fidelity":"faithful"}}},"model_instance_id":"ornith-ai-ornith-1-5-35b-a3b-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/cmt9m8gvg00yeli01ylok5hfn"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":8192,"tensor_parallel":1},"speed_sweep_ids":["ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-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/ornith-ai/Ornith-1.5-35B-A3B-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"ornith-ai/Ornith-1.5-35B-A3B-GGUF","status":"known","url":"https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-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/ornith-1-5-35b-a3b-gguf","href":"/models/ornith-1-5-35b-a3b-gguf","id":"ornith-1-5-35b-a3b-gguf","name":"Ornith-1.5-35B-A3B-GGUF"},"model_instance":{"api":"/api/v1/model-instances/ornith-ai-ornith-1-5-35b-a3b-gguf--q4-k-m","href":"/model-instances/ornith-ai-ornith-1-5-35b-a3b-gguf--q4-k-m","id":"ornith-ai-ornith-1-5-35b-a3b-gguf--q4-k-m","name":"ornith-ai/Ornith-1.5-35B-A3B-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep","href":"/speed-sweep/ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep","id":"ornith-1-5-35b-a3b-gguf-q4-k-m-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}