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Discussions on tech events, potential ML applications, current state of tech, and more.

Aug 06, 202615 min read

Generating Sheet Music from Text by Fine-Tuning Stable Diffusion

A research-focused account of a 2024 experiment adapting Stable Diffusion 1.5 to generate sheet-music images from composer, instrument, style, and key metadata, covering the data pipeline, latent-diffusion training loop, and experimental and qualitative results.

#project#ai#ml#diffusion#computer-vision#music#research

Jul 08, 202624 min read

I Trained a Model to Jailbreak Another Model by Prompt Rephrasing, Here's How It Worked and How to Stop It

A research-report-style write-up of a meaning-preserving jailbreak: how I built and trained a small model to reword harmful prompts so a bigger safety-tuned model complies, the reward design, the full training program, the stats showing the attack getting stronger, its transfer to a larger unseen model, and a defense-in-depth design using safety probes that live outside the base model.

#project#ai#ml#adversarial-ml#red-teaming#safety#research#interpretability

Mar 10, 202611 min read