{"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":"hipfire","version":"0.1.20-alpha+71896daa"},"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":"rx-7900-xtx-24gb","id":"qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-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/cmp8fozao00xqo401nzsa1w68"}],"state":"none"},"kind":"reference","run_id":"cmp8fozao00xqo401nzsa1w68","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmp8fozao00xqo401nzsa1w68"},"metadata":{"localmaxxing":{"backend":"rocm","hardware_label":"RX 7900 XTX","notes":"hipfire @ 71896daa (feat/tbq, sFWHT KV family + multi-GPU)\nprompt: merge_sort thinking-OFF (md5=253c7ac50857fe6d0e10fb0d2c5e35c0)\n  benchmarks/prompts/merge_sort_thinking_off.txt (27 input tokens)\ndecode mode: DFlash speculative (adaptive block_size 8..16, mean B=16)\n  drafter: qwen35-27b-dflash.mq4 (z-lab Qwen3.5-DFlash native head, MQ4 weights)\n  target: qwen3.5-27b.mq4 (MQ4 weights, KV q8 filtered: 16/64 layers carry KV)\nkv_cache: q8 — chosen as winner from {q8,asym3,fwht3,fwht4} sweep (τ identical across all modes at this prompt; q8 has lowest KV-write overhead)\nprompt_normalize: true (default since 2026-04-26)\nτ: 13.1818   accept_rate: 0.8788\noutput: 256 tokens emitted\nAR baseline (same binary same hardware, --ar-baseline): 44.60 tok/s — DFlash speedup 5.70x\nHardware: Sapphire Nitro+ RX 7900 XTX, ROCm 7.2.x, k9lin host\nGPU coordination: gpu-tcas exclusive lease per cell","observed_command":"./target/release/examples/dflash_spec_demo --target ~/.hipfire/models/qwen3.5-27b.mq4 --draft ~/.hipfire/models/qwen35-27b-dflash.mq4 --prompt-file benchmarks/prompts/merge_sort_thinking_off.txt --max 256 --temp 0.0 --no-chatml --kv-mode q8 --ctx 4096","run_id":"cmp8fozao00xqo401nzsa1w68","tokenized":{"arguments":["./target/release/examples/dflash_spec_demo","--target","~/.hipfire/models/qwen3.5-27b.mq4","--draft","~/.hipfire/models/qwen35-27b-dflash.mq4","--prompt-file","benchmarks/prompts/merge_sort_thinking_off.txt","--max","256","--temp","0.0","--no-chatml","--kv-mode","q8","--ctx","4096"],"fidelity":"faithful"}}},"model_instance_id":"qwen-qwen3-5-27b--mq4","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/cmp8fozao00xqo401nzsa1w68"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":4096,"tensor_parallel":1},"speed_sweep_ids":["qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-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/Qwen/Qwen3.5-27B"}]},"reason":"hf-api-confirmed-public","repository":"Qwen/Qwen3.5-27B","status":"known","url":"https://huggingface.co/Qwen/Qwen3.5-27B"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rx-7900-xtx-24gb","href":"/hardware/rx-7900-xtx-24gb","id":"rx-7900-xtx-24gb","name":"Radeon RX 7900 XTX"},"model":{"api":"/api/v1/models/qwen3-5-27b","href":"/models/qwen3-5-27b","id":"qwen3-5-27b","name":"Qwen3.5-27B"},"model_instance":{"api":"/api/v1/model-instances/qwen-qwen3-5-27b--mq4","href":"/model-instances/qwen-qwen3-5-27b--mq4","id":"qwen-qwen3-5-27b--mq4","name":"Qwen/Qwen3.5-27B"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-tp1-sweep","href":"/speed-sweep/qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-tp1-sweep","id":"qwen3-5-27b-mq4-rx-7900-xtx-24gb-hipfire-tp1-sweep"}]}},"meta":{"source":"registry"}}