# finetuning-method-selection

> Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting a

- Source: https://doutorai.pt/en/components/skills__wshobson-agents__finetuning-method-selection
- Type: Skills
- Category: General
- Downloads: 0
- Site: Doutor AI (https://doutorai.pt/en) - AI tools for small businesses

An open-source community component, curated and adapted by Doutor AI.

## What it does and how to use it

A **skill** that teaches Claude Code to do general tasks well. It is packaged knowledge the model uses whenever it is relevant.

1. Install the skill (command above).
2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
3. No commands to memorize: you talk in plain language and the skill does the rest.

## Install (Claude Code)

```bash
mkdir -p .claude/skills/wshobson-agents__finetuning-method-selection && curl -fsSL https://doutorai.pt/data/lib/skills__wshobson-agents__finetuning-method-selection.md -o .claude/skills/wshobson-agents__finetuning-method-selection/SKILL.md
```

Paste this command into the terminal, in your project folder, and the component installs automatically.

## Content

```
---
name: finetuning-method-selection
description: Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods.
---

# Fine-Tuning Method Selection

This is the router skill for the fine-tuning
lifecycle: it decides whether fine-tuning is the
right tool at all, and if so, which method and
which base-model size class. Every other skill
in this plugin ass

- 🔒 Full content on the Pro plan (€7.99/month) -
```

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Content by Doutor AI (https://doutorai.pt/en). When quoting, please cite the source: https://doutorai.pt/en/components/skills__wshobson-agents__finetuning-method-selection