Qwen2.5 0.5B Instruct on Pi 5

Snapshot 2026-10-27 · 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.
Model	Capability / 100	Output tok/s	Prompt tok/s	First token · s	Task time · s	Peak memory · MiB	Parameters · B
Qwen2.5 0.5B InstructQ4_K_M · 4,096 context · reasoning off	50	29.1	91.5	4.4	20.5	745	0.494

Benchmark breakdown

Instruction following · IFEval	Tool calling · BFCL	Finding information · RULER
27	58	65

Test configuration

Model publisher: Qwen
Model parameters: 0.494 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: 2026-10-19T14:06:03.751224+00:00
Result ID: split-268e210256756f89886a
Runtime revision: 620d2225cc436ab0b001e3200e590e3b286ef9ab
Artifact repository / revision: Qwen/Qwen2.5-0.5B-Instruct-GGUF / 9217f5db79a29953eb74d5343926648285ec7e67
Artifact SHA256: 74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db
Dataset revision: a0fc00b6a07455d1efb70cc19d5ca94c5923c5261a0b41095083a41a1592a1f6
Configuration identity: 2cde51c5f4bc67c2379488be13d3ae5bad5d343dd0d859c3a858e7ff388816a0

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.

All Pi 5 measurements Methodology Publisher model card ↗Pinned engine source ↗

Measured 2026-10-19T14:06:03.751224+00:00.