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Gemma-4 E4B 7.5B Q4_K_M GGUF

Keeper Rank #22 of 33 · 2/8 GAUNTLET progress
Generalist — 78 / 100 G Agentic — pending A Understanding — pending U Needle — pending N Thinking — pending T Live — pending L Engineering — pending E Throughput — 54.7 / 100 T

Hollow markers & dashed spokes: axis not yet scored

G
78
A
U
N
T
n/d
L
E
T
54.7

Specification

Parameters
7.5B
Architecture
gemma4
Size on disk
6.33 GB
Quantization
Q4_K_M
Format
GGUF
Reasoning (CoT)
No
Internal ID
M1a
Mean speed
89.4 tok/s across suites
Stall census
0 stalls in 13 observed tests (0.0%)
Reasoning appetite
861 tokens mean · 2,100 max
Model card
lmstudio.ai

Suite results

Suite Score Avg / 20 Tests tok/s
General capability (13-task real-workload suite) 1a 202.8 / 260 15.6 13/13 89.4

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.