{"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":"0.3.0+bcd1ef0"},"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/cms8cr7d700efpf01ghl7scrj"}]},"reason":"server-capacity-not-evidenced","state":"unknown"}},"hardware_count":1,"hardware_id":"radeon-ai-pro-r9700-32gb","id":"qwen3-6-27b-mq4-radeon-ai-pro-r9700-32gb-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/cms8cr7d700efpf01ghl7scrj"}],"state":"none"},"kind":"reference","run_id":"cms8cr7d700efpf01ghl7scrj","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cms8cr7d700efpf01ghl7scrj"},"metadata":{"localmaxxing":{"backend":"rocm","batch_size":1,"hardware_label":"Radeon AI Pro R9700","notes":"Single client, single GPU, non-batched. NOT tensor-parallel, NOT pipeline-parallel, NOT a batched serve: one request at a time via the standalone dflash_spec_demo binary, not an HTTP server. Host has 4x R9700; this uses exactly one (HIP dev 3).\nPure DFlash speculative decode: 5-layer trained draft head, block B=16, adaptive-B 8..16 which settled at B=16 for 100% of cycles. No MTP, n-gram, prompt-lookup, tree, or CASK. Greedy temp 0.0, deterministic. Identical every rep: tau=11.3846, accept_rate=0.7590, cycles=13, committed=174, accepted=148, emitted=162, EOS reached.\n3 fresh-process reps after one discarded JIT warmup, GPU-lock serialized, clocks untouched: decode 278.24/277.97/276.92 -> median 277.97 (spread 0.47%); prefill 466.57/466.68/461.68; ttft 102.97/103.13/103.86.\nTwo non-default flags. HIPFIRE_HFQ4G256_LDSSTAGE=1 (gfx12 LDS-staged HFQ4-G256 WMMA, default off): same-binary A/B gave 254.88 with it off, i.e. +9.06%. HIPFIRE_Q8_PREFILL_M4=0 disables the four-query Q8 prefill tile, a ~4% LOSS on the speculative path though a win on AR prefill. Routing verified not assumed: LDS-on must emit gemm_gate_up_hfq4g256_wmma_gfx12_ldsstage.hsaco (17448 B) and gemm_hfq4g256_residual_wmma_gfx12_ldsstage.hsaco (15400 B); both present.\nNOT bit-exact by construction: LDS staging reorders f32 K-accumulation across 8 waves. Output matched byte-for-byte (md5 4d3a55e4) but that is one prompt at temp 0, not a quality result.\nQuantized artifact: schuttdev/hipfire-qwen3.6-27b @ f9b326a657f1 (qwen3.6-27b.mq4).\nProvenance: tree bcd1ef0082e7f7f7a1eff9252da5d76e17d042b0 (0 dirty); binary sha256 a107cf8640abf1d7; trunk sha256 86a5f80fd29d545a; draft md5 204c4c4c; prompt md5 253c7ac5; ROCm/HIP 7.14.60850. peakVramGb = 17034 MiB reported by the runtime. Unedited logs retained. Coherence eyeballed (correct Python merge_sort, ends <|im_end|> then <|endoftext|>), not a scored gate. 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