Vibes101
Turn your app idea into an AI-ready prompt in seconds
What it does
Vibes 101 is a prompt generator built for beginners who want to build apps with AI. Most people get stuck at the first step. They know what they want to build, but they do not know how to describe it. They write vague prompts and get messy results. Vibes 101 solves this by guiding you through a simple flow. You answer a few questions such as what do you want to build, and what visual style do you prefer. Then you get a structured prompt that you can paste directly into any AI coding tool.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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