swift-1.5-iq2_xs

LM-STUDIO UNKNOWN

Excellent

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

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

96 vs 79

Hardware Fit

94 vs 78

Quality Score

97 vs 79

Hardware

swift-1.5-iq2_xs slim-rpcache-ornit…

MachineGigabyte Technology Co., Ltd. B550M AORUS PROASUS

CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor

Cores1216

RAM47 GB31 GB

GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 4090, Raphael

OSArch Linuxcachyos rolling

Archx64x64

Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs slim-rpcache-ornit…

Tokens/sec60.052.3

First chunk2 ms11 ms

TTFT2.6 s177 ms

Load timeN/AN/A

Memory usage0.9 GB25.6 GB

Memory %2%84%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed

50/50

TTFT

14/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

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

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