{"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","LiquidAI/LFM2.5-1.2B-Instruct-GGUF:Q4_K_M","--n-gpu-layers","999","--host","0.0.0.0","--port","8080","-c","2048"],"container_port":8080,"entrypoint":"/app/llama-server","environment":{"LLAMA_CACHE":"/root/.cache/huggingface"},"host_port":8080,"image":"ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107ff48e4720145911c86930f2ce","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":"b9653 / 9dbc6621a"},"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"},"draft_launch.entrypoint":{"provenance":{"captured_at":"2026-09-01T01:41:26Z","sources":[{"captured_at":"2026-09-01T01:41:26Z","kind":"container-config","url":"https://ghcr.io/v2/ggml-org/llama.cpp/manifests/sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107ff48e4720145911c86930f2ce"}]},"reason":"linux-amd64-container-config-entrypoint","state":"known"},"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/cmqflk9af00bomt018micnpb5"}]},"reason":"server-capacity-not-evidenced","state":"unknown"}},"hardware_count":1,"hardware_id":"rtx-3060-ti-8gb","id":"lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-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/cmqflk9af00bomt018micnpb5"}],"state":"none"},"kind":"reference","run_id":"cmqflk9af00bomt018micnpb5","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmqflk9af00bomt018micnpb5"},"metadata":{"localmaxxing":{"backend":"cuda","batch_size":2048,"hardware_label":"RTX 3060 Ti","notes":"llama.cpp b9653 CUDA on Windows 10, RTX 3060 Ti 8GB, Q4_K_M, -ngl 99. Context 2048, batch 2048, ubatch 512 defaults. Third cached run after \n initial HF download. TTFT/peak VRAM not measured. Desktop apps were open; free VRAM reported ~7128 MiB. Initial HF cache symlink warning was  \n harmless; CUDA inference completed normally.","observed_command":"llama-bench -hf LiquidAI/LFM2.5-1.2B-Instruct-GGUF -ngl 99 -p 512 -n 128 -r 5 -o md","run_id":"cmqflk9af00bomt018micnpb5","tokenized":{"arguments":["llama-bench","-hf","LiquidAI/LFM2.5-1.2B-Instruct-GGUF","-ngl","99","-p","512","-n","128","-r","5","-o","md"],"fidelity":"faithful"}}},"model_instance_id":"liquidai-lfm2-5-1-2b-instruct-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/cmqflk9af00bomt018micnpb5"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":null,"max_context_tokens":2048,"tensor_parallel":1},"speed_sweep_ids":["lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-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/LiquidAI/LFM2.5-1.2B-Instruct-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"LiquidAI/LFM2.5-1.2B-Instruct-GGUF","status":"known","url":"https://huggingface.co/LiquidAI/LFM2.5-1.2B-Instruct-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-3060-ti-8gb","href":"/hardware/rtx-3060-ti-8gb","id":"rtx-3060-ti-8gb","name":"GeForce RTX 3060 Ti"},"model":{"api":"/api/v1/models/lfm2-5-1-2b-instruct","href":"/models/lfm2-5-1-2b-instruct","id":"lfm2-5-1-2b-instruct","name":"LFM2.5-1.2B-Instruct"},"model_instance":{"api":"/api/v1/model-instances/liquidai-lfm2-5-1-2b-instruct-gguf--q4-k-m","href":"/model-instances/liquidai-lfm2-5-1-2b-instruct-gguf--q4-k-m","id":"liquidai-lfm2-5-1-2b-instruct-gguf--q4-k-m","name":"LiquidAI/LFM2.5-1.2B-Instruct-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-llama-cpp-tp1-sweep","href":"/speed-sweep/lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-llama-cpp-tp1-sweep","id":"lfm2-5-1-2b-instruct-q4-k-m-rtx-3060-ti-8gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}