Playbooks by Use Case

• Playbooks

  Advanced60 MIN

  Fine-Tune Faster with Unsloth

  Reduced memory use and minimal boilerplate for open models
• Playbooks

  Intermediate60 MIN

  Fine-Tune with NVIDIA NeMo

  Hugging Face model training from single-GPU to multi-node jobs
• Playbooks

  Advanced60 MIN

  Fine-Tune LLMs with LLaMA Factory

  One interface for supervised, RLHF, and parameter-efficient training
• Playbooks

  Intermediate8 MIN

  Fine-Tune Specialized LLMs with Unsloth

  LoRA, full training, and RL paths plus Nemotron open models
• Playbooks

  Advanced2 HOURS

  Fine-Tune FLUX.1 for Custom Image Generation

  Your own concepts, characters, and styles with Dreambooth LoRA