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Gemma 3 1B QAT 4bit MLX

Tested Rank #20 of 34 · 3/8 GAUNTLET progress
Generalist — 27.5 / 100 G Agentic — 39 / 100 A Understanding — pending U Needle — pending N Thinking — pending T Live — pending L Engineering — pending E Throughput — 100 / 100 T

Hollow markers & dashed spokes: axis not yet scored

G
27.5
A
39
U
N
T
n/d
L
E
T
100

Specification

Parameters
1B
Architecture
gemma3_text
Size on disk
0.74 GB
Quantization
QAT 4bit
Format
MLX
Reasoning (CoT)
No
Internal ID
M26
Mean speed
239.2 tok/s across suites
Model card
huggingface.co

Suite results

Suite Score Avg / 20 Tests tok/s
General capability (13-task real-workload suite) 1a 71.5 / 260 5.5 13/13 312.8
Agentic tool-calling & protocol adherence 1b 62.4 / 160 7.8 8/8 165.5

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.