qwen2.5-coder-7b-instruct-mlx
LM-STUDIO MLXqwen2 · 7B · 4bit
Mar 3, 2026 · Apple M4
liquid/lfm2-1.2b
LM-STUDIO GGUFlfm2 · 1.2B · Q8_0
Oct 1, 2026 · AMD Ryzen 7 4800H
Global Score
79 vs 69
Hardware Fit
92 vs 100
Quality Score
73 vs 56
Hardware
qwen2.5-coder-7b-i… liquid/lfm2-1.2b
MachineMacBook AirASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM
CPUApple M4AMD Ryzen 7 4800H
Cores1016
RAM32 GB15 GB
GPUApple M4AMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
qwen2.5-coder-7b-i… liquid/lfm2-1.2b
Tokens/sec22.5169.5
First chunk529 ms27 ms
TTFT529 ms77 ms
Load timeN/AN/A
Memory usage4.0 GB3.4 GB
Memory %13%22%
HW Fit Score Breakdown
qwen2.5-coder-7b-instru…
Speed
44/50
TTFT
20/20
Memory
28/30
liquid/lfm2-1.2b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
qwen2.5-coder-7b-instru…
Reasoning
10/20
Coding
18/20
Instruction
14/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
liquid/lfm2-1.2b
Reasoning
9/20
Coding
7/20
Instruction
14/20
Structured
12/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest