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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

gemma-4-e4b-it@q5_k_xl

LM-STUDIO GGUF

gemma4 · Q5_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
78 vs 77
Hardware Fit
74 vs 59
Quality Score
79 vs 84

Hardware

huihui-devstral-sm… gemma-4-e4b-it@q5_…
MachineSystem manufacturerDocker Container
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM32 GB15 GB
GPUAMD Radeon RX 9060 XTTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

huihui-devstral-sm… gemma-4-e4b-it@q5_…
Tokens/sec17.59.3
First chunk20 ms51 ms
TTFT279 ms3.4 s
Load timeN/A12.2 s
Memory usage15.6 GB0.0 GB
Memory %49%0%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

gemma-4-e4b-it@q5_k_xl

Speed
17/50
TTFT
12/20
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

gemma-4-e4b-it@q5_k_xl

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

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