qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

tinyllama

OLLAMA GGUF

Marginal

Mar 6, 2026 · Apple M4

Global Score

79 vs 43

Hardware Fit

92 vs 100

Quality Score

73 vs 19

Hardware

qwen2.5-coder-7b-i… tinyllama

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… tinyllama

Tokens/sec22.5133.4

First chunk529 ms61 ms

TTFT529 ms61 ms

Load timeN/A0.5 s

Memory usage4.0 GB0.2 GB

Memory %13%1%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

tinyllama

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

tinyllama

Reasoning

2/20

Coding

2/20

Instruction

7/20

Structured

5/15

Math

0/15

Multilingual

3/10

Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

View qwen2.5-coder-7b-i… details | View tinyllama details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest