Model benchmarks
Muse-Glimmer-30B-4bit local LLM performance
As of August 2026, Muse-Glimmer-30B-4bit runs at up to 30.7 tok/s for local inference (best of 3 community benchmark runs across 1 GPU).
oMLX
Model size
30B
Peak speed
30.7 tok/s
Average speed
29.9 tok/s
Min memory
18.8 GB
Max context
7,600 tokens
Best quality
94.4
Benchmark runs
3
GPUs tested
1
Performance by hardware and tool
Every hardware/tool/quantization combination Muse-Glimmer-30B-4bit has been benchmarked on, ranked by peak token generation speed. Last updated August 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| Apple M5 Max | oMLX | — | 30.7 tok/s | 29.9 tok/s | 18.8 GB | 7,600 tokens | 82.8 | 3 |
Frequently asked questions
- How fast is Muse-Glimmer-30B-4bit for local inference?
- Across 3 community benchmark runs, Muse-Glimmer-30B-4bit reaches up to 30.7 tok/s and averages 29.9 tok/s, with the fastest results on Apple M5 Max.
- How much memory does Muse-Glimmer-30B-4bit need?
- The leanest observed configuration used about 18.8 GB of memory.
- Which tools have been used to run Muse-Glimmer-30B-4bit?
- Benchmarks were submitted using oMLX. Results are community-contributed and updated as new runs arrive.