# Fine model

> This skill helps users choose the right path to Fine-tune a large language or multimodal model. It covers 2 alternative approaches: Programmatic Fine-Tuning via API, Console-based Visual Fine-Tuning, comparing trade-offs in automation_level, interactivity, setup_effort. Use this skill BEFORE diving into implementation details — it routes you to the appropriate detail skill based on your situation.

Part of **Bailian (Alibaba Cloud Model Studio)**. Get the full, executable skill via `POST https://www.company-skill.com/api/route`.

## Related queries

fine-tune model, model fine-tuning, train custom model, customize LLM, fine tune multimodal model, model training, how to fine-tune, how to train model, can I fine-tune, where to train model, DashScope fine-tuning, Bailian training, Qwen fine-tune, LoRA training, SFT training, DPO training, finetune

## Get the full skill

```bash
curl -s https://www.company-skill.com/api/route \
  -H 'Content-Type: application/json' \
  -d '{"query": "fine model", "product": "bailian"}'
```

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Part of [Bailian (Alibaba Cloud Model Studio)](https://www.company-skill.com/p/bailian.md) · https://www.company-skill.com/llms.txt