header| Brian Fitzgerald Blog
header| brianfitzgerald.xyz
header| brianfitzgerald.xyz
Background| brianfitzgerald.xyz
TL;DR: I've created a synthetic dataset for training LLMs to use tools, and am training a model using DPO to improve accuracy. The dataset is available here, and I'll be releasing trained models soon.| Brian Fitzgerald Blog
Left SDXL output with SuperPrompt applied to the same input prompt.| Brian Fitzgerald Blog
For the last two years, the improvement in fidelity and control in diffusion models has been incredible; generation results are often indistinguishable from real images, and a huge ecoystem of tools has emerged to offer various forms of control over the generation process. However, for a lot of real-world workflows, you quickly run up against limitations that make things hard for less technical users.| Brian Fitzgerald Blog
Update: This was written over winter break 2023, in the pre-Sora days, when a 10-second video generation was impressive. While probably not as useful now, this technique might be useful again in the future.| brianfitzgerald.xyz