{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.","draft_launch":{"accelerator_backend":"nvidia","arguments":["-hf","unsloth/Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M","--n-gpu-layers","999","--host","0.0.0.0","--port","8080","-c","64000"],"container_port":8080,"entrypoint":null,"environment":{"LLAMA_CACHE":"/root/.cache/huggingface"},"host_port":8080,"image":"ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107f0f0857e259672d1cb85b71c2","ipc":"host","kind":"docker","mounts":[{"read_only":false,"source":"~/.cache/huggingface","target":"/root/.cache/huggingface"}],"shm_size":"16g","synthesized":{"generated_at":"2026-08-31T22:12:17Z","image_provenance":"gemma-4-12b-q4-k-m-rtx-3060-12gb-llama-cpp-tp1","template":"llama-cpp-server-v1"}},"engine":{"graph_mode":null,"name":"llama.cpp","version":"QuinsZouls llama.cpp llama-next fork, llama-server version 9265, commit 1e5a46dccb8dd9b8d52817030cf4e334f76a8725"},"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":"rtx-5070-12gb","id":"qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-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/cmp7ni9vb00byo40126r1j4tf"}],"state":"none"},"kind":"reference","run_id":"cmp7ni9vb00byo40126r1j4tf","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmp7ni9vb00byo40126r1j4tf"},"metadata":{"localmaxxing":{"backend":"cuda","hardware_label":"RTX 5070","notes":"move from 5200 to 6000 MT/s for DDR5 raised tok/s 2-3/s","observed_command":"& \"C:\\Users\\sjake\\OneDrive\\Documents\\New project\\tools\\quins-llama-cpp-turboquant-build\\bin\\llama-server.exe\" `\n  --model \"C:\\Users\\sjake\\OneDrive\\Documents\\New project\\models\\Qwen3.6-35B-A3B-MTP-GGUF\\Qwen3.6-35B-A3B-UD-Q4_K_M.gguf\" `\n  --host 127.0.0.1 `\n  --port 8080 `\n  --ctx-size 64000 `\n  --cache-type-k q8_0 `\n  --cache-type-v q8_0 `\n  --reasoning on `\n  --n-cpu-moe 30 `\n  --gpu-layers 99 `\n  --flash-attn on `\n  --parallel 1 `\n  --cache-ram 0 `\n  --spec-type mtp `\n  --spec-draft-n-max 2 `\n  --temp 0.6 `\n  --top-p 0.95 `\n  --top-k 20 `\n  --min-p 0.0 `\n  --presence-penalty 0.0 `\n  --repeat-penalty 1.0\n","run_id":"cmp7ni9vb00byo40126r1j4tf","tokenized":{"arguments":["\"C:\\Users\\sjake\\OneDrive\\Documents\\New project\\tools\\quins-llama-cpp-turboquant-build\\bin\\llama-server.exe\"","--model","\"C:\\Users\\sjake\\OneDrive\\Documents\\New project\\models\\Qwen3.6-35B-A3B-MTP-GGUF\\Qwen3.6-35B-A3B-UD-Q4_K_M.gguf\"","--host","127.0.0.1","--port","8080","--ctx-size","64000","--cache-type-k","q8_0","--cache-type-v","q8_0","--reasoning","on","--n-cpu-moe","30","--gpu-layers","99","--flash-attn","on","--parallel","1","--cache-ram","0","--spec-type","mtp","--spec-draft-n-max","2","--temp","0.6","--top-p","0.95","--top-k","20","--min-p","0.0","--presence-penalty","0.0","--repeat-penalty","1.0"],"fidelity":"faithful"}}},"model_instance_id":"unsloth-qwen3-6-35b-a3b-mtp-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/cmp7ni9vb00byo40126r1j4tf"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":64000,"tensor_parallel":1},"speed_sweep_ids":["qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-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/unsloth/Qwen3.6-35B-A3B-MTP-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"unsloth/Qwen3.6-35B-A3B-MTP-GGUF","status":"known","url":"https://huggingface.co/unsloth/Qwen3.6-35B-A3B-MTP-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-5070-12gb","href":"/hardware/rtx-5070-12gb","id":"rtx-5070-12gb","name":"GeForce RTX 5070"},"model":{"api":"/api/v1/models/qwen3-6-35b-a3b","href":"/models/qwen3-6-35b-a3b","id":"qwen3-6-35b-a3b","name":"Qwen3.6-35B-A3B"},"model_instance":{"api":"/api/v1/model-instances/unsloth-qwen3-6-35b-a3b-mtp-gguf--q4-k-m","href":"/model-instances/unsloth-qwen3-6-35b-a3b-mtp-gguf--q4-k-m","id":"unsloth-qwen3-6-35b-a3b-mtp-gguf--q4-k-m","name":"unsloth/Qwen3.6-35B-A3B-MTP-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep","href":"/speed-sweep/qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep","id":"qwen3-6-35b-a3b-q4-k-m-rtx-5070-12gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}