Olmo 3 7B Instruct on Pi 5
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.
| Model | Capability / 100 | Output tok/s | Prompt tok/s | First token · s | Task time · s | Peak memory · MiB | Parameters · B |
|---|---|---|---|---|---|---|---|
| Olmo 3 7B InstructQ4_K_M · 4,096 context · reasoning off | 73 | 2.5 | 11.8 | 34.2 | 164.1 | 12,720 | 7.3 |
Benchmark breakdown
| Instruction following · IFEval | Tool calling · BFCL | Finding information · RULER |
|---|---|---|
| 77 | 86 | 56 |
Test configuration
- Model publisher
- Allen Institute for AI
- Model parameters
- 7.298 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
- 2026-10-19T02:37:44.277421+00:00
- Result ID
- split-5bb05ed4d56cedcf7600
- Runtime revision
- 620d2225cc436ab0b001e3200e590e3b286ef9ab
- Artifact repository / revision
- unsloth/Olmo-3-7B-Instruct-GGUF / a2a9ae53f5a95087616b3f45ca96e9d2631344ee
- Artifact SHA256
- 0de0bc63fae8a73a48e167be48f149c9544bd4af61d223cd3f331c6ea664c5c4
- Dataset revision
- a0fc00b6a07455d1efb70cc19d5ca94c5923c5261a0b41095083a41a1592a1f6
- Configuration identity
- 6df99c80304c61c83b91af2eb663b0f7c73efd5795775a663672e49956e48991
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 2026-10-19T02:37:44.277421+00:00.