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Evidence for compatibility, not an executable launch contract.","draft_launch":{"accelerator_backend":"nvidia","arguments":["-hf","meta-models/Muse-Glimmer-30B-GGUF:Q4_K_M","--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":"b10472"},"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-3080-10gb","id":"muse-glimmer-30b-q4-k-m-rtx-3080-10gb-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/cmsy7js0l0ctfms01fk4fmflm"}],"state":"none"},"kind":"reference","run_id":"cmsy7js0l0ctfms01fk4fmflm","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmsy7js0l0ctfms01fk4fmflm"},"metadata":{"localmaxxing":{"backend":null,"hardware_label":"RTX 3080","notes":"Muse-Glimmer-30B KQuant-17GB Q4_K_M (Meta's official 15.61 GiB quant), 52 layers, of which only 28 fit on a 10GB card - 24 run on CPU. Result is 5.97 tok/s and a 3.8 s TTFT, with PCIe rx peaking at 23.9 GB/s streaming the CPU layers every token. This is the slowest of the six configs I measured on this GPU and is included as a negative result: the official Q4_K_M is not practical on 10GB. Unsloth's UD-Q3_K_XL of the same model (12.44 GiB, ngl 40) more than doubles it to 13.78 tok/s, and a fully-resident smaller model beats both by 5-12x. Medians of 2 reps. PROVENANCE CAVEAT: my local file is 16,756,681,056 B against 16,756,683,904 B for the current HF revision (2,848 B smaller). It loads and runs correctly, so this is most likely a re-upload rather than a bad download, but I could not byte-verify it and am flagging that rather than claiming provenance. Headless 3080 (both displays on the 7900X iGPU). Workload: single non-repetitive synthetic log-summarisation prompt, 256 output tokens, temp 0, cache_prompt off, medians of 3 reps (2 where noted). Prefill/decode from llama-server timings; TTFT client-side on a streaming request. llama.cpp b10472 (60eeeb608), Windows 11 / CUDA 12.4, driver 591.86, PCIe 4.0 x16, stock 370 W.","observed_command":"llama-server -m Muse-Glimmer-30B-KQuant-17GB-Q4_K_M.gguf -c 16384 -ngl 28 -fa on -ctk q8_0 -ctv q8_0 --parallel 1 --jinja --spec-type none","run_id":"cmsy7js0l0ctfms01fk4fmflm","tokenized":{"arguments":["llama-server","-m","Muse-Glimmer-30B-KQuant-17GB-Q4_K_M.gguf","-c","16384","-ngl","28","-fa","on","-ctk","q8_0","-ctv","q8_0","--parallel","1","--jinja","--spec-type","none"],"fidelity":"faithful"}}},"model_instance_id":"meta-models-muse-glimmer-30b-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/cmsy7js0l0ctfms01fk4fmflm"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":16384,"tensor_parallel":1},"speed_sweep_ids":["muse-glimmer-30b-q4-k-m-rtx-3080-10gb-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/meta-models/Muse-Glimmer-30B-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"meta-models/Muse-Glimmer-30B-GGUF","status":"known","url":"https://huggingface.co/meta-models/Muse-Glimmer-30B-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["muse-glimmer-30b-q4-k-m-rtx-3080-10gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/muse-glimmer-30b-q4-k-m-rtx-3080-10gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-3080-10gb","href":"/hardware/rtx-3080-10gb","id":"rtx-3080-10gb","name":"GeForce RTX 3080"},"model":{"api":"/api/v1/models/muse-glimmer-30b","href":"/models/muse-glimmer-30b","id":"muse-glimmer-30b","name":"Muse-Glimmer-30B"},"model_instance":{"api":"/api/v1/model-instances/meta-models-muse-glimmer-30b-gguf--q4-k-m","href":"/model-instances/meta-models-muse-glimmer-30b-gguf--q4-k-m","id":"meta-models-muse-glimmer-30b-gguf--q4-k-m","name":"meta-models/Muse-Glimmer-30B-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/muse-glimmer-30b-q4-k-m-rtx-3080-10gb-llama-cpp-tp1-sweep","href":"/speed-sweep/muse-glimmer-30b-q4-k-m-rtx-3080-10gb-llama-cpp-tp1-sweep","id":"muse-glimmer-30b-q4-k-m-rtx-3080-10gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}