richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

65 vs 79

Hardware Fit

96 vs 92

Quality Score

52 vs 73

Hardware

richardyoung/qwyth… qwen2.5-coder-7b-i…

MachineMac miniMacBook Air

CPUApple M4 ProApple M4

Cores1210

RAM24 GB32 GB

GPUApple M4 ProApple M4

OSmacOS 15.6.1macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

richardyoung/qwyth… qwen2.5-coder-7b-i…

Tokens/sec25.322.5

First chunk397 ms529 ms

TTFT397 ms529 ms

Load time6.3 sN/A

Memory usage8.3 GB4.0 GB

Memory %34%13%

HW Fit Score Breakdown

richardyoung/qwythos-9b…

Speed

47/50

TTFT

20/20

Memory

29/30

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

Quality

richardyoung/qwythos-9b…

Reasoning

18/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

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

View richardyoung/qwyth… details | View qwen2.5-coder-7b-i… details

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$ metrillm

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Or run without installing: npx metrillm@latest