ai-tier / edge

Qwen3-1.7B 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
Qwen3-1.7BQ4_K_M · 4,096 context · reasoning off6910.456.97.2422,5961.7

Benchmark breakdown

Instruction following · IFEvalTool calling · BFCLFinding information · RULER
668457

Test configuration

Model publisher
Qwen
Model parameters
1.7 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
2026-10-18T13:52:42.351753+00:00
Result ID
split-cb25f4000397189445dc
Runtime revision
620d2225cc436ab0b001e3200e590e3b286ef9ab
Artifact repository / revision
ggml-org/Qwen3-1.7B-GGUF / daeb8e2d528a760970442092f6bf1e55c3b659eb
Artifact SHA256
d2387ca2dbfee2ffabce7120d3770dadca0b293052bc2f0e138fdc940d9bc7b5
Dataset revision
a0fc00b6a07455d1efb70cc19d5ca94c5923c5261a0b41095083a41a1592a1f6
Configuration identity
9b673ca1e5ef29e21a04ce235230b7588c7c767b4a6e49075679c5c8cc668c5d

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 2026-10-18T13:52:42.351753+00:00.