ai-tier / edge

G9v3 3B on Pi 5

Snapshot · ai-tier

Raspberry Pi 5 · 16 GB RAMAll performance measurements are for this device.

Capability shows how well the model answers the benchmark questions. Speed, response time and memory are measured on Raspberry Pi 5 · 16 GB.

Capability summarises instruction following, tool calling and finding information in long prompts. Speed and memory refer to the Raspberry Pi 5. — means unavailable.
ModelCapability / 100Output tok/sPrompt tok/sFirst token · sTask time · sPeak memory · MiBParameters · B
G9v3 3BQ4_K_M · 4,096 context · reasoning off666.731.913.168.43,5933

Benchmark breakdown

Instruction following · IFEvalTool calling · BFCLFinding information · RULER
677557

Test configuration

Model publisher
AI9Stars
Model parameters
2.989 billion total
Published input support
text (metadata; not device validation)
Quantization
Q4_K_M
Context capacity
4,096 tokens
Reasoning mode
off
CPU threads / parallel requests
4 / 1
Temperature / seed
0 / 42
Measurement date
2026-10-18T10:31:28.170300+00:00
Result ID
split-2addc77d3802d70b958e
Runtime revision
620d2225cc436ab0b001e3200e590e3b286ef9ab
Artifact repository / revision
bartowski/ai9stars_G9v3-3B-GGUF / 11fe5d21c70f1c6f5e66ca433d1a533738998225
Artifact SHA256
0a14c40b1cb02ec21643fb9f080d8bbfea27bb4b6e1f9f6c9ad87db5051af0a1
Dataset revision
a0fc00b6a07455d1efb70cc19d5ca94c5923c5261a0b41095083a41a1592a1f6
Configuration identity
e4f375f66c9381c2f89112991b4bf75a27735a0c35aacf7f76202b555ef69063

Measurement limits

Speed tests read 256 input tokens and generate 128 output tokens, repeated ten times. The output speed test starts without a long conversation history. Answer time uses six fixed prompts with up to 128 output tokens, repeated three times. First-text time is measured from the application making the request. Peak memory includes the loaded model; it excludes other applications on the device. Longer prompts may need more memory. Capability uses a fixed selection of public questions, rather than the full official benchmarks.

Measured 2026-10-18T10:31:28.170300+00:00.