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Reachy Mini: the $300 open source robot you can actually hack — Andres Marafioti, Hugging Face
Takeaway
Affordable, hackable robots let a wider community shape voice and embodied AI interfaces.
Summary
- Reachy Mini is an expressive, non-humanoid robot intended for hackers, students, and researchers to explore human-robot interaction.
- The talk presents a $300 version and a $450 version with a Raspberry Pi and battery.
- Self-assembly, replaceable parts, and 3D-printable modifications make the platform repairable and customizable.
- A demonstration combines conversation, camera-based scene description, and expressive movement using an open-source software approach.
roboticshugging-faceopen-source
Original description
Qwen3-TTS shipped at 0.8x real time: one second of audio took 1.2 seconds to generate. Andres Marafioti from Hugging Face spent two weeks fixing it. The culprits were no streaming, 500 autoregressive steps per audio packet with a CPU GPU round trip on each, and a dynamic KV cache that blocked compilation. Static KV cache plus CUDA graph captures brought it to 5.8x real time with time to first audio under 200 milliseconds. The platform is Reachy Mini, a $300 open source robot Hugging Face has shipped to 7,500 people. It arrives unassembled. Talking to it is their most used app by far. The voice stack runs Parakeet transcription every 150 milliseconds with partial results feeding back to the robot mid-sentence, Qwen 3.5 27B for the LLM, and this optimized TTS. At that speed, infrastructure round trips match model latency, so the load balancer separates LLM endpoints from conversation nodes to handle the difference in how much different users actually talk.