Hypeforge — Turn ideas into viral videos
Turn any topic into a viral video — no camera needed
What it does
Hey Product Hunt! I'm Manuel, and I built HypeForge for creators and business owners who want to show up consistently on TikTok, Instagram Reels, and YouTube Shorts without a camera, editing skills, or hours of work. Type any topic, choose your style, tone, and music, and HypeForge handles everything. Script, voiceover, visuals, music, captions, and final video. Ready to post in minutes. Plans start at $19.99/month with a free trial. Try it free at hypeforgestudio.com
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Turn Podcasts to Short-form TikTok Clips2022 · ▲143Audio-to-video generative AI to create visual assets
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Hi there! I've been a YouTube content creator during few years (50k subs, ~5M views) and I realized that many creators on the platform have their content stolen and republished on TikTok, Instagram Reels or YouTube Shorts for monetization purposes. I built PixelForge to tackle this problem. The tool allows content creators to work on their horizontal video as they usually do. But once the video is published, they can quickly generate tiktoks/shorts/reels without having to go through the tedious process of video editing again.
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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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Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai
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Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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Dev tools · May 2026 · github.com