ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

hf.co/LiquidAI/LFM2.5-2.6B-GGUF:F16

OLLAMA GGUF

lfm2 · 2.7B · unknown

Good

Aug 25, 2026 · Apple M1 Pro

Global Score

66 vs 61

Hardware Fit

51 vs 97

Quality Score

73 vs 46

Hardware

ornith-1.5-9b_hybr… hf.co/LiquidAI/LFM…

MachineMicro-Star International Co., Ltd. MS-7C37MacBook Pro

CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M1 Pro

Cores2410

RAM128 GB16 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M1 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2

Archx64arm64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… hf.co/LiquidAI/LFM…

Tokens/sec5.431.0

First chunk39 ms129 ms

TTFT940 ms129 ms

Load timeN/A3.5 s

Memory usage10.7 GB6.6 GB

Memory %8%41%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

hf.co/LiquidAI/LFM2.5-2…

Speed

50/50

TTFT

20/20

Memory

27/30

Quality

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

hf.co/LiquidAI/LFM2.5-2…

Reasoning

14/20

Coding

13/20

Instruction

3/20

Structured

0/15

Math

14/15

Multilingual

2/10

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

View ornith-1.5-9b_hybr… details | View hf.co/LiquidAI/LFM… 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