Recipe
muse-glimmer-30b-q4-k-xl-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
muse-glimmer-30b-q4-k-xl-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.
Record
- Status
- candidate
- Source
- localmaxxing
- Engine
- llama.cpp
- Engine version
- 10355
- Accelerators
- 1
- Tensor parallel
- 1
- Context tokens
- 131,072
- chat
- unknown
- reasoning
- unknown
- tools
- unknown
- vision
- unknown
Hugging Face model card
Identity
https://huggingface.co/meta-models/Muse-Glimmer-30B-GGUF- Repository
- meta-models/Muse-Glimmer-30B-GGUF
- Status
- known
- Link type
- Exact Hub repository
Public Hugging Face repository confirmed by the Hub API.
Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.
Observed configuration
llama.cpp
Evidence only · candidate · reference
Candidate evidence — not a Run contract
Observed source tokens
Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.
llama-server-m/home/<USER>/models/Muse-Glimmer-30B-GGUF/muse-glimmer-30B-kquant-dynamic.gguf--mmproj/home/<USER>/models/Muse-Glimmer-30B-GGUF/mmproj-kquant.gguf--host127.0.0.1--port8093-ngl99-c131072-n16000--reasoningoff-md/home/<USER>/models/Muse-Glimmer-30B-GGUF/dflash-kquant.gguf--spec-typedraft-dflash--spec-draft-n-max15-ngld99-faon--jinja--aliasmuse-kquant-dflash
| Flag | Value |
|---|---|
-m | /home/<USER>/models/Muse-Glimmer-30B-GGUF/muse-glimmer-30B-kquant-dynamic.gguf |
--mmproj | /home/<USER>/models/Muse-Glimmer-30B-GGUF/mmproj-kquant.gguf |
--host | 127.0.0.1 |
--port | 8093 |
-ngl | 99 |
-c | 131072 |
-n | 16000 |
--reasoning | off |
-md | /home/<USER>/models/Muse-Glimmer-30B-GGUF/dflash-kquant.gguf |
--spec-type | draft-dflash |
--spec-draft-n-max | 15 |
-ngld | 99 |
-fa | on |
--alias | muse-kquant-dflash |
Measured speed
| Concurrency | Context | Prefill | Decode | TTFT ms | Status | Sweep |
|---|---|---|---|---|---|---|
| 1 | 131,072 | 2,598 | 167.5 | 561 | observed | muse-glimmer-30b-q4-k-xl-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1-sweep |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- hardware count
- 1
- hardware id
- rtx-pro-6000-blackwell-96gb
- id
- muse-glimmer-30b-q4-k-xl-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1
- model instance id
- meta-models-muse-glimmer-30b-gguf--q4-k-xl
- recipe source
- localmaxxing
- schema version
- local-ai-registry/v1
- speed sweep ids
- muse-glimmer-30b-q4-k-xl-rtx-pro-6000-blackwell-96gb-llama-cpp-tp1-sweep
- status
- candidate
capabilities
draft launch
- accelerator backend
- nvidia
- arguments
- -hf, meta-models/Muse-Glimmer-30B-GGUF:Q4_K_XL, --n-gpu-layers, 999, --host, 0.0.0.0, --port, 8080, -c, 131072
- container port
- 8,080
- entrypoint
- /app/llama-server
- environment · LLAMA CACHE
- /root/.cache/huggingface
- host port
- 8,080
- image
- ghcr.io/ggml-org/llama.cpp:server-cuda12-b10481@sha256:b2497f8834f5ecb4e38530f6bf2734b8e0be107ff48e4720145911c86930f2ce
- ipc
- host
- kind
- docker
- shm size
- 16g
- synthesized · generated at
- 2026-08-31T22:12:17Z
- synthesized · image provenance
- gemma-4-12b-q4-k-m-rtx-3060-12gb-llama-cpp-tp1
- synthesized · template
- llama-cpp-server-v1
mounts
| read only | target |
|---|---|
| No | /root/.cache/huggingface |
engine
- name
- llama.cpp
- version
- 10355
serving
- max context tokens
- 131,072
- tensor parallel
- 1
Provenance & metadata (3)
facts
- capabilities.chat · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
- capabilities.reasoning · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
- capabilities.tools · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
- capabilities.vision · provenance · captured at
- 2026-08-30T09:10:02Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
- draft launch.entrypoint · provenance · captured at
- 2026-09-01T01:41:26Z
draft launch.entrypoint · reason linux-amd64-container-config-entrypoint
draft launch.entrypoint · state known
- engine.graph mode · provenance · captured at
- 2026-08-30T09:10:02Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
- serving.kv cache tokens · provenance · captured at
- 2026-08-30T09:10:02Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
- serving.max concurrency · provenance · captured at
- 2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-not-evidenced
serving.max concurrency · state unknown
metadata
- localmaxxing · backend
- cuda
- localmaxxing · batch size
- 1
- localmaxxing · hardware label
- RTX PRO 6000 Blackwell
- localmaxxing · notes
- Muse-Glimmer-30B running locally with llama.cpp on an NVIDIA RTX PRO 6000 Blackwell 96 GB. Official k-quant GGUF with quantized DFlash speculative decoding draft model, full GPU offload with 99 model and draft GPU layers, 131,072-token context, batch size 1, Flash Attention enabled, reasoning disabled. Five-prompt benchmark measured approximately 167.5 output tok/s weighted average, about 3.5x faster than Q8. All prompts completed normally.
- localmaxxing · observed command
- llama-server -m /home/<USER>/models/Muse-Glimmer-30B-GGUF/muse-glimmer-30B-kquant-dynamic.gguf --mmproj /home/<USER>/models/Muse-Glimmer-30B-GGUF/mmproj-kquant.gguf --host 127.0.0.1 --port 8093 -ngl 99 -c 131072 -n 16000 --reasoning off -md /home/<USER>/models/Muse-Glimmer-30B-GGUF/dflash-kquant.gguf --spec-type draft-dflash --spec-draft-n-max 15 -ngld 99 -fa on --jinja --alias muse-kquant-dflash
- localmaxxing · run id
- cmsovepne00e3mp01wvn32hkt
- localmaxxing · tokenized · arguments
- llama-server, -m, /home/<USER>/models/Muse-Glimmer-30B-GGUF/muse-glimmer-30B-kquant-dynamic.gguf, --mmproj, /home/<USER>/models/Muse-Glimmer-30B-GGUF/mmproj-kquant.gguf, --host, 127.0.0.1, --port, 8093, -ngl, 99, -c, 131072, -n, 16000, --reasoning, off, -md, /home/<USER>/models/Muse-Glimmer-30B-GGUF/dflash-kquant.gguf, --spec-type, draft-dflash, --spec-draft-n-max, 15, -ngld, 99, -fa, on, --jinja, --alias, muse-kquant-dflash
- localmaxxing · tokenized · fidelity
- faithful
provenance
- captured at
- 2026-08-30T09:10:02Z
sources
| captured at | kind | url |
|---|---|---|
| 2026-08-30T09:10:02Z | normalized-recipe | www.localmaxxing.com/en/runs/cmsovepne00e3mp01wvn32hkt ↗ |