{"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":"ROCmFPX fork (charlie12345/ROCmFPX) gfx1201 build"},"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/cmt4wezih03agpu01797e8l9m"}]},"reason":"server-capacity-not-evidenced","state":"unknown"}},"hardware_count":1,"hardware_id":"radeon-ai-pro-r9700-32gb","id":"deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-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/cmt4wezih03agpu01797e8l9m"}],"state":"none"},"kind":"reference","run_id":"cmt4wezih03agpu01797e8l9m","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmt4wezih03agpu01797e8l9m"},"metadata":{"localmaxxing":{"backend":null,"batch_size":1,"hardware_label":"Radeon AI Pro R9700","notes":"DeepSeek V4 Flash ROCmFP2, HYBRID dual-device: AMD Radeon AI PRO R9700 (gfx1201, 32GB) = hip:0 as primary compute device, PLUS the Ryzen AI Max 395 Strix Halo integrated GPU (Radeon 8060S, gfx1151) = hip:1 sharing 128GB unified system memory, connected over Oculink with GPU peer access enabled. The hardware schema is a discriminated union and cannot express discrete+unified together, so only the R9700 is listed in the gpus array; the iGPU's participation is disclosed here. Weights DeepSeek-V4-Flash-ROCMFP2-STRIX.gguf (102.3 GB, engine-native ROCmFP2 format; no matching LocalMaxxing quant enum, MXFP4 chosen as nearest FP4 label) + DSpark speculative draft DeepSeek-V4-Flash-DSpark-draft-Q4RMFP4-denseF16.gguf (11.3 GB, q=4). Decode-only measurement: median of 3 timed 128-token generations after 2 warmups, temperature 0, ~1956-token prompt, single concurrency, server-authoritative timing: 51.7 / 52.0 / 52.0 tok/s (median 52.0). DSpark acceptance ~0.99, outputs byte-identical across runs. IMPORTANT APPROXIMATION: this run used top-4 experts/token to reproduce a published headline figure; the quality-default 6-experts/token profile measured ~45.5 tok/s on the same rig. Prefill throughput, TTFT, power draw and peak VRAM were not recorded for this run, and the source blog's 415 tok/s prefill was NOT reproduced (decode only). Cold-prefill enforcement was not instrumented.","observed_command":"llama-server (ROCmFPX gfx1201) --model DeepSeek-V4-Flash-ROCMFP2-STRIX.gguf --model-draft DeepSeek-V4-Flash-DSpark-draft-Q4RMFP4-denseF16.gguf -ngl 99 -c 32768 --draft-p-min 0.60 (R9700=hip:0, Strix Halo iGPU=hip:1, peer access enabled, DSpark q=4, top-4 experts/token) --port 18085","run_id":"cmt4wezih03agpu01797e8l9m","tokenized":{"arguments":["llama-server","(ROCmFPX","gfx1201)","--model","DeepSeek-V4-Flash-ROCMFP2-STRIX.gguf","--model-draft","DeepSeek-V4-Flash-DSpark-draft-Q4RMFP4-denseF16.gguf","-ngl","99","-c","32768","--draft-p-min","0.60","(R9700=hip:0,","Strix","Halo","iGPU=hip:1,","peer","access","enabled,","DSpark","q=4,","top-4","experts/token)","--port","18085"],"fidelity":"faithful"}}},"model_instance_id":"deepseek-ai-deepseek-v4-flash-0731--mxfp4","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/cmt4wezih03agpu01797e8l9m"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":null,"max_context_tokens":32768,"tensor_parallel":1},"speed_sweep_ids":["deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-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/deepseek-ai/DeepSeek-V4-Flash-0731"}]},"reason":"hf-api-confirmed-public","repository":"deepseek-ai/DeepSeek-V4-Flash-0731","status":"known","url":"https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/radeon-ai-pro-r9700-32gb","href":"/hardware/radeon-ai-pro-r9700-32gb","id":"radeon-ai-pro-r9700-32gb","name":"Radeon AI PRO R9700"},"model":{"api":"/api/v1/models/deepseek-v4-flash-0731","href":"/models/deepseek-v4-flash-0731","id":"deepseek-v4-flash-0731","name":"DeepSeek-V4-Flash-0731"},"model_instance":{"api":"/api/v1/model-instances/deepseek-ai-deepseek-v4-flash-0731--mxfp4","href":"/model-instances/deepseek-ai-deepseek-v4-flash-0731--mxfp4","id":"deepseek-ai-deepseek-v4-flash-0731--mxfp4","name":"deepseek-ai/DeepSeek-V4-Flash-0731"},"speed_sweep":[{"api":"/api/v1/speed-sweep/deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-llama-cpp-tp1-sweep","href":"/speed-sweep/deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-llama-cpp-tp1-sweep","id":"deepseek-v4-flash-0731-mxfp4-radeon-ai-pro-r9700-32gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}