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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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
78 vs 68
Hardware Fit
74 vs 59
Quality Score
79 vs 72

Hardware

huihui-devstral-sm… qwen2.5-coder:7b
MachineSystem manufacturerASUS
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Gen Intel® Core™ i7-13700K
Cores1624
RAM32 GB64 GB
GPUAMD Radeon RX 9060 XTNVIDIA GeForce RTX 3070
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedunknown

Performance

huihui-devstral-sm… qwen2.5-coder:7b
Tokens/sec17.534.4
First chunk20 ms1991 ms
TTFT279 ms2.0 s
Load timeN/A40.6 s
Memory usage15.6 GB5.0 GB
Memory %49%8%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

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

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View huihui-devstral-sm… details | View qwen2.5-coder:7b details

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$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest