huihui-devstral-small-2-24b-instruct-2512-abliterated-i1
LM-STUDIO GGUFmistral3 · 24B · Q4_K_S
Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor
codegemma:7b
OLLAMA GGUFgemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
Global Score
78 vs 71
Hardware Fit
74 vs 91
Quality Score
79 vs 62
Hardware
huihui-devstral-sm… codegemma:7b
MachineSystem manufacturerMacBook Air
CPUAMD Ryzen 7 5800X 8-Core ProcessorApple M4
Cores1610
RAM32 GB32 GB
GPUAMD Radeon RX 9060 XTApple M4
OSMicrosoft Windows 11 Home 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
huihui-devstral-sm… codegemma:7b
Tokens/sec17.518.7
First chunk20 msN/A
TTFT279 ms320 ms
Load timeN/A0.8 s
Memory usage15.6 GB8.7 GB
Memory %49%27%
HW Fit Score Breakdown
huihui-devstral-small-2…
Speed
29/50
TTFT
20/20
Memory
25/30
codegemma:7b
Speed
31/50
TTFT
30/20
Memory
30/30
Quality
huihui-devstral-small-2…
Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
codegemma:7b
Reasoning
1/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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