{"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":null},"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":2,"hardware_id":"rtx-4060-ti-16gb","id":"qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-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/cmsvw7q4808esms0181bbixjc"}],"state":"none"},"kind":"reference","run_id":"cmsvw7q4808esms0181bbixjc","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmsvw7q4808esms0181bbixjc"},"metadata":{"localmaxxing":{"backend":"cuda","hardware_label":"RTX 4060 Ti","notes":"[43267] 6.56.997.443 I slot print_timing: id  0 | task 437 | prompt eval time =    5312.87 ms /  5163 tokens (    1.03 ms per token,   971.79 tokens per second)\n[43267] 6.56.997.446 I slot print_timing: id  0 | task 437 |        eval time =  355417.83 ms / 19064 tokens (   18.64 ms per token,    53.64 tokens per second)\n[43267] 6.56.997.447 I slot print_timing: id  0 | task 437 |       total time =  360730.70 ms / 24227 tokens\n[43267] 6.56.997.448 I slot print_timing: id  0 | task 437 |    graphs reused =       6109\n[43267] 6.56.997.451 I slot print_timing: id  0 | task 437 | draft acceptance = 0.76977 (13304 accepted / 17283 generated), mean len =  3.31","observed_command":"/app/llama-server  \\\n    --models-preset /presets/qwen38_models.ini \\\n    --models-max 1 \\\n    --host 0.0.0.0 \\\n    --port 8001 \\\n    -lv 4\n\n[A_Qwen3.8-27B-UD-Q4_K_XL-tensor-MTP3-ngram]\nhf-repo = unsloth/Qwen3.8-27B-GGUF\nhf-file = Qwen3.8-27B-UD-Q4_K_XL.gguf\nsplit-mode = tensor\ntensor-split = 1,1\nctx-size = 150000\nspec-type = draft-mtp\nspec-draft-n-max = 3\nspec-ngram-mod-n-match = 24\nspec-ngram-mod-n-min = 48\nspec-ngram-mod-n-max = 64\nctx-checkpoints = -1\nmmap = false\nflash-attn = on\nthreads = 16\nparallel = 1 \nbatch-size = 2048\nubatch-size = 1024\njinja = true\nreasoning = on\nreasoning-budget = 1000","run_id":"cmsvw7q4808esms0181bbixjc","tokenized":{"arguments":["/app/llama-server","--models-preset","/presets/qwen38_models.ini","--models-max","1","--host","0.0.0.0","--port","8001","-lv","4"],"fidelity":"faithful","notes":["[A_Qwen3.8-27B-UD-Q4_K_XL-tensor-MTP3-ngram]"],"steps":[["/app/llama-server","--models-preset","/presets/qwen38_models.ini","--models-max","1","--host","0.0.0.0","--port","8001","-lv","4"],["hf-repo","=","unsloth/Qwen3.8-27B-GGUF"],["hf-file","=","Qwen3.8-27B-UD-Q4_K_XL.gguf"],["split-mode","=","tensor"],["tensor-split","=","1,1"],["ctx-size","=","150000"],["spec-type","=","draft-mtp"],["spec-draft-n-max","=","3"],["spec-ngram-mod-n-match","=","24"],["spec-ngram-mod-n-min","=","48"],["spec-ngram-mod-n-max","=","64"],["ctx-checkpoints","=","-1"],["mmap","=","false"],["flash-attn","=","on"],["threads","=","16"],["parallel","=","1"],["batch-size","=","2048"],["ubatch-size","=","1024"],["jinja","=","true"],["reasoning","=","on"],["reasoning-budget","=","1000"]]}}},"model_instance_id":"unsloth-qwen3-8-27b-gguf--ud-q4-k-xl","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/cmsvw7q4808esms0181bbixjc"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":2048,"tensor_parallel":2},"speed_sweep_ids":["qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-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/unsloth/Qwen3.8-27B-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"unsloth/Qwen3.8-27B-GGUF","status":"known","url":"https://huggingface.co/unsloth/Qwen3.8-27B-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-llama-cpp-tp2-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-llama-cpp-tp2-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-4060-ti-16gb","href":"/hardware/rtx-4060-ti-16gb","id":"rtx-4060-ti-16gb","name":"GeForce RTX 4060 Ti"},"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/unsloth-qwen3-8-27b-gguf--ud-q4-k-xl","href":"/model-instances/unsloth-qwen3-8-27b-gguf--ud-q4-k-xl","id":"unsloth-qwen3-8-27b-gguf--ud-q4-k-xl","name":"unsloth/Qwen3.8-27B-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-llama-cpp-tp2-sweep","href":"/speed-sweep/qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-llama-cpp-tp2-sweep","id":"qwen3-8-27b-ud-q4-k-xl-rtx-4060-ti-16gb-llama-cpp-tp2-sweep"}]}},"meta":{"source":"registry"}}