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richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
65 vs 68
Hardware Fit
96 vs 100
Quality Score
52 vs 54

Hardware

richardyoung/qwyth… qwen2.5-coder:1.5b
MachineMac miniLENOVO 20U30029MB
CPUApple M4 ProIntel Core™ i5-10210U
Cores128
RAM24 GB15 GB
GPUApple M4 ProCometLake-U GT2 [UHD Graphics]
OSmacOS 15.6.1Pop 24.04 LTS
Archarm64x64
Power Modebalancedlow-power

Performance

richardyoung/qwyth… qwen2.5-coder:1.5b
Tokens/sec25.321.8
First chunk397 ms499 ms
TTFT397 ms499 ms
Load time6.3 s4.4 s
Memory usage8.3 GB1.5 GB
Memory %34%10%

HW Fit Score Breakdown

richardyoung/qwythos-9b…

Speed
47/50
TTFT
20/20
Memory
29/30

qwen2.5-coder:1.5b

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

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:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong

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