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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q4_K_M

OLLAMA GGUF

qwen35 · 8.95B · unknown

Good

Aug 26, 2026 · Apple M1 Pro

Global Score

79 vs 61

Hardware Fit

92 vs 95

Quality Score

73 vs 46

Hardware

qwen2.5-coder-7b-i… hf.co/ornith-ai/Or…

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M4Apple M1 Pro

OSmacOS 26.3macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… hf.co/ornith-ai/Or…

Tokens/sec22.522.2

First chunk529 ms352 ms

TTFT529 ms352 ms

Load timeN/A2.9 s

Memory usage4.0 GB6.9 GB

Memory %13%43%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

hf.co/ornith-ai/Ornith-…

Speed

48/50

TTFT

20/20

Memory

27/30

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

hf.co/ornith-ai/Ornith-…

Reasoning

15/20

Coding

14/20

Instruction

3/20

Structured

1/15

Math

13/15

Multilingual

0/10

Reasoning: Strong Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

View qwen2.5-coder-7b-i… details | View hf.co/ornith-ai/Or… 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