lfm2:24b-a2b

lfm2moe · 23.8B · Q4_K_M

ECO MODE

Dell Inc. Inspiron 15 3530 (Intel Gen Intel® Core™ i7-1355U)

31 GB · cachyos rolling

Tested on May 24, 2026

Top 30% Compare

Global Score

78 /100

Good

Hardware Fit

67/100

Quality

82/100

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ollama pull lfm2:24b-a2b

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GGUF versions & quantizations

Hardware

Machine: Dell Inc. Inspiron 15 3530
CPU: Intel Gen Intel® Core™ i7-1355U
Cores: 12 total (2 perf + 8 eff)
Frequency: 2.8 GHz
RAM: 31 GB
GPU: Raptor Lake-P [Iris Xe Graphics]
OS: cachyos rolling
Arch: x64
Power Mode: low-power

Performance

Tokens/sec Tokens generated per second — higher is better: 11.5
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.1
First chunk latency Delay before the first streamed chunk arrives from runtime: 1.7 s
Time to first token How fast the model starts responding — lower is better: 1.7 s
Load time Time to load the model into memory before inference: 6.8 s
Memory usage RAM consumed during inference — percentage of total system memory: 13.9 GB (45%)
Total tokens Total number of tokens generated across all benchmark prompts: 1020

Score breakdown

Speed

22/50

Time to first token

19/20

Memory

26/30

Quality

Reasoning

13/20

Coding

17/20

Instruction following

16/20

Structured output

15/15

Math

11/15

Multilingual

10/10

Category levels

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

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.24.0
Model format: GGUF
Hardware profile: BALANCED
Result hash: 0243771d3baf7efa654b42e26c81303728cfdd7609c6c3ca4595b2f33d757ae6

Interpretation

Hardware fit: 67/100. Overall suitability: GOOD (Global 78/100). Category profile: Reasoning: Adequate, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Warnings

System was in low-power mode during this benchmark.

Bench Environment

Thermal: moderate Power: AC CPU load: avg 19% (peak 22%)

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