M5Stack Module LLM / Llama 3.2 1B
Can a M5Stack Module LLM run Llama 3.2 1B?
Yes, usable but slower than reading speed. Measured generation speed: 3.44–4.48 tok/s across 2 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.
| Board | Quant | Runtime | Gen tok/s | Prompt tok/s | TTFT ms | Source |
|---|---|---|---|---|---|---|
| M5Stack Module LLM M5Stack Module LLM / LLM630 (AX630C) | W8A16 | StackFlow | 4.48 | – | 891 | source ↗ accessed 2026-10-17 |
| M5Stack Module LLM M5Stack Module LLM (AX630C) | not reported | StackFlow | 3.44 | – | – | source ↗ 2026-04-24 |
Llama 3.2 1B on other boards
- Jetson AGX Orin 163.9 tok/s best
- Jetson Orin Nano 54.8 tok/s best
- Raspberry Pi 5 11.22 tok/s best
- Jetson Orin Nano Super 10.96 tok/s best
- Raspberry Pi 5 + AI HAT+ 2 8.7 tok/s best
Buy a M5Stack Module LLM
- M5Stack LLM Module Kit (AX630C): $79.9 regular price; out of stock when checked, source ↗ (2026-10-17) Check price (affiliate slot)
- M5Stack Module LLM (as tested in paper): $99.9 price quoted in arXiv paper, source ↗ (2026-04-24) Check price (affiliate slot)
Ran Llama 3.2 1B on a M5Stack Module LLM? Submit your numbers →