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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

Nov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score
96 vs 77
Hardware Fit
94 vs 100
Quality Score
97 vs 67

Hardware

swift-1.5-iq2_xs mlx-community/meta…
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMac mini
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4 Pro
Cores1214
RAM47 GB64 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M4 Pro
OSArch LinuxmacOS 15.7.4
Archx64arm64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs mlx-community/meta…
Tokens/sec60.054.3
First chunk2 ms277 ms
TTFT2.6 s277 ms
Load timeN/AN/A
Memory usage0.9 GB4.2 GB
Memory %2%7%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed
50/50
TTFT
14/20
Memory
30/30

mlx-community/meta-llam…

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

Quality

swift-1.5-iq2_xs

Reasoning
20/20
Coding
19/20
Instruction
19/20
Structured
15/15
Math
15/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

mlx-community/meta-llam…

Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View swift-1.5-iq2_xs details | View mlx-community/meta… 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