Can a Raspberry Pi 5 + AI HAT+ 2 run DeepSeek-R1-Distill-Qwen 1.5B?

Yes, usable but slower than reading speed. Measured generation speed: 1.53–7.05 tok/s across 4 public runs.

Rule of thumb: 10+ tok/s feels like a chat; 4–10 is usable for assistants and automations; under 4 is batch-job territory. Speeds depend on quantization, runtime, context length and cooling. Check each source.

BoardSizeQuantRuntimeGen tok/sPrompt tok/sTTFT msSource
Raspberry Pi 5 + AI HAT+ 2
Hailo-10H (host not stated)
1.5BW4A8per M5Stack page7.05–660source ↗
accessed 2026-10-17
Raspberry Pi 5 + AI HAT+ 2
Raspberry Pi 5 8GB + AI HAT+ 2
1.5BHailo-compiledhailo-ollama6.83––source ↗
tested 2026-01-25
Raspberry Pi 5 + AI HAT+ 21.5BHailo-compiledhailo-ollama6.72––source ↗
2026-01-20
Raspberry Pi 5 + AI HAT+ 21.5Bnot reportedhailo-ollama1.53––source ↗
2026-04-24

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