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together-fine-tuning

Skill

LoRA, full fine-tuning, DPO preference tuning, VLM training, function-calling tuning, reasoning tuning, and BYOM uploads on Together AI. Reach for it whenever the user wants to adapt a model on custom data rather than only run inference, evaluate outputs, or host an existing model.

0Machine Learning

Install

git clone https://github.com/togethercomputer/skills.git ~/.claude/skills/together-fine-tuning

What is together-fine-tuning?

LoRA, full fine-tuning, DPO preference tuning, VLM training, function-calling tuning, reasoning tuning, and BYOM uploads on Together AI. Reach for it whenever the user wants to adapt a model on custom data rather than only run inference, evaluate outputs, or host an existing model.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~71 tokens of context used while enabled, before you invoke anything

Documentation

README · ~2 min read

Together Fine-Tuning

Overview

Use Together AI fine-tuning when the user needs to adapt a model to their own data or behavior.

Supported workflows in this repo:

  • LoRA fine-tuning
  • full fine-tuning
  • DPO preference tuning
  • VLM fine-tuning
  • function-calling fine-tuning
  • reasoning fine-tuning

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