Fireworks' @Prof_OZ explains how training a specialized open model is easier than you may realize.
The first step involves using supervised fine-tuning (SFT) to train a behavior into the model's weights. This way, you don't have to repeat it in every prompt.
→ Pick one task
→ Pair inputs with ideal outputs
→ Train on Fireworks
→ Test on new inputs
→ Compare against the original
Here's the full guide for you to try yourself: https://docs.fireworks.ai/fine-tuning/fine-tuning-models