{"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","empero-ai/Qwen3.8-27B-Ridge-GGUF","--n-gpu-layers","999","--host","0.0.0.0","--port","8080","-c","16384"],"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":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":1,"hardware_id":"rtx-4070-12gb","id":"qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-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/cmsxbtqkj0b5nms01ugeu31ck"}],"state":"none"},"kind":"reference","run_id":"cmsxbtqkj0b5nms01ugeu31ck","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmsxbtqkj0b5nms01ugeu31ck"},"metadata":{"localmaxxing":{"backend":null,"hardware_label":"RTX 4070","notes":null,"observed_command":"llama-server -m Qwen3.8-27B-Ridge-3.7bpw.gguf -ngl 64 -c 16384 -fa on -ctk q4_0 -ctv q4_0 -t 6 -tb 8 -b 2048 -ub 512 --temp 0.7 --top-p 0.8 --top-k 20 --presence-penalty 1.5 --reasoning off","run_id":"cmsxbtqkj0b5nms01ugeu31ck","tokenized":{"arguments":["llama-server","-m","Qwen3.8-27B-Ridge-3.7bpw.gguf","-ngl","64","-c","16384","-fa","on","-ctk","q4_0","-ctv","q4_0","-t","6","-tb","8","-b","2048","-ub","512","--temp","0.7","--top-p","0.8","--top-k","20","--presence-penalty","1.5","--reasoning","off"],"fidelity":"faithful"}}},"model_instance_id":"empero-ai-qwen3-8-27b-ridge-gguf--ridge-3-7bpw","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/cmsxbtqkj0b5nms01ugeu31ck"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":2048,"max_context_tokens":16384,"tensor_parallel":1},"speed_sweep_ids":["qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-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/empero-ai/Qwen3.8-27B-Ridge-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"empero-ai/Qwen3.8-27B-Ridge-GGUF","status":"known","url":"https://huggingface.co/empero-ai/Qwen3.8-27B-Ridge-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-4070-12gb","href":"/hardware/rtx-4070-12gb","id":"rtx-4070-12gb","name":"GeForce RTX 4070"},"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/empero-ai-qwen3-8-27b-ridge-gguf--ridge-3-7bpw","href":"/model-instances/empero-ai-qwen3-8-27b-ridge-gguf--ridge-3-7bpw","id":"empero-ai-qwen3-8-27b-ridge-gguf--ridge-3-7bpw","name":"empero-ai/Qwen3.8-27B-Ridge-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-llama-cpp-tp1-sweep","href":"/speed-sweep/qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-llama-cpp-tp1-sweep","id":"qwen3-8-27b-ridge-3-7bpw-rtx-4070-12gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}