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huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
78 vs 92
Hardware Fit
74 vs 100
Quality Score
79 vs 89

Hardware

huihui-devstral-sm… google/gemma-4-12b…
MachineSystem manufacturerMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 7 5800X 8-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM32 GB31 GB
GPUAMD Radeon RX 9060 XTNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

huihui-devstral-sm… google/gemma-4-12b…
Tokens/sec17.590.7
First chunk20 ms26 ms
TTFT279 ms127 ms
Load timeN/AN/A
Memory usage15.6 GB6.7 GB
Memory %49%21%

HW Fit Score Breakdown

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

google/gemma-4-12b-qat

Speed
50/50
TTFT
20/20
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

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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