Hollow markers & dashed spokes: axis not yet scored
G
—
A
—
U
81.7
N
—
T
100
L
—
E
—
T
30.2
Specification
- Parameters
- 30B total / 3B active per token
- Architecture
- qwen3_vl_moe
- Size on disk
- 18 GB
- Quantization
- 4bit
- Format
- MLX
- Reasoning (CoT)
- No
- Internal ID
- M23
- Mean speed
- 49.2 tok/s across suites
- Stall census
- 0 stalls in 17 observed tests (0.0%)
- Model card
- lmstudio.ai
Suite results
| Suite | Score | Avg / 20 | Tests | tok/s |
|---|---|---|---|---|
| Doc/OCR vision 1d | 151.2 / 160 | 18.9 | 8/8 | 53.4 |
| Doc/OCR — real-degraded tier 1d2 | 44.8 / 80 | 11.2 | 4/4 | 45.1 |
Each test is LLM-judged 0–20 against a fixed rubric; suite max = tests × 20. Where fewer tests ran than the suite total, unrun tests count as zero toward the axis score. See methodology.