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stablelm-2-zephyr-1.6b

LM-STUDIO GGUF

stablelm · 1.6B · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
35 vs 81
Hardware Fit
61 vs 100
Quality Score
24 vs 73

Hardware

stablelm-2-zephyr-… gemma3n:latest
MachineLENOVO 20BUS00700Supermicro AS -2015HS-TNR
CPUIntel Core™ i5-5300UAMD EPYC 9654P 96-Core Processor
Cores464
RAM16 GB128 GB
GPUIntel(R) HD Graphics 5500GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.3 LTS
Archx64x64
Power Modebalancedperformance

Performance

stablelm-2-zephyr-… gemma3n:latest
Tokens/sec6.5108.7
First chunk3080 ms333 ms
TTFT3.1 s333 ms
Load timeN/A4.5 s
Memory usage1.0 GB8.6 GB
Memory %6%7%

HW Fit Score Breakdown

stablelm-2-zephyr-1.6b

Speed
23/50
TTFT
16/20
Memory
22/30

gemma3n:latest

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

Quality

stablelm-2-zephyr-1.6b

Reasoning
2/20
Coding
2/20
Instruction
8/20
Structured
6/15
Math
2/15
Multilingual
4/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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