@echen124676152

ROCm Studio is a guided web application that makes fine-tuning open-source language models on AMD GPUs feel accessible, repeatable, and demo-ready. Instead of asking developers to manually configure ROCm, Hugging Face, PEFT, TRL, dataset formatting, LoRA training, adapter packaging, and inference serving, ROCm Studio turns the entire workflow into a step-by-step product experience. Users can upload documents, extract and clean the text, generate fine-tuning examples with an Agentic cleaning mode, select a Gemma model and training recipe, fine-tune a LoRA adapter on an AMD MI300X GPU through AMD Developer Cloud, and then either download the adapter bundle or deploy it to a live Try-It inference endpoint. The app also includes live GPU/job progress, queueing for GPU-heavy tasks, reloadable project URLs, adapter ZIP packaging, and a chat panel for testing the trained model against uploaded documents. ROCm Studio is built with React, FastAPI, PyTorch ROCm, Hugging Face Transformers, TRL, and PEFT. It demonstrates how AMD Instinct GPUs can support practical end-to-end model customization workflows for developers, educators, teams, and domain experts who want specialized AI models without becoming infrastructure engineers.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.