Idea: Fine-Tune a Small Model on Your Best Tweets

Melvin Vivas · X post · 2026-09-13 · Open on X

Topics: Fine-tuning & Model Customization, Portfolio Projects · Level: intermediate

Summary

The creator plans to fine-tune a small model to write in his own style, using his most successful posts as the training dataset. If it works, he will open-source the model so others can use it with Bionic.

Key points

• Use your own high-performing posts as a curated fine-tuning dataset.
• Fine-tune a small model to copy one person's writing style.
• Small fine-tuned models can be open-sourced and plugged into other tools.

Resources mentioned

• Bionic · tool · lmstudio.ai · free
  A tool the creator says the open-sourced style model could be used with.
  Also in: Bionic by LM Studio: An Agent App for Local Models (Melvin Vivas on X · notes)

Try this

• Fine-tune a small model on your own successful social posts to generate content in your writing style, then open-source it.