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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

Nov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

Global Score
96 vs 85
Hardware Fit
94 vs 100
Quality Score
97 vs 79

Hardware

swift-1.5-iq2_xs qwen2.5:7b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMACHENIKE L16P
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Gen Intel® Core™ i9-12900HX
Cores1224
RAM47 GB32 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 4060 Laptop GPU
OSArch LinuxMicrosoft Windows 11 专业版 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs qwen2.5:7b
Tokens/sec60.052.3
First chunk2 ms50 ms
TTFT2.6 s50 ms
Load timeN/A2.0 s
Memory usage0.9 GB4.4 GB
Memory %2%14%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed
50/50
TTFT
14/20
Memory
30/30

qwen2.5:7b

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

swift-1.5-iq2_xs

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

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen2.5:7b details

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$ metrillm

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Or run without installing: npx metrillm@latest