funsloth

Training manager for local GPU training - validate CUDA, manage GPU selection, monitor progress, handle checkpoints

Training manager for RunPod GPU instances - configure pods, launch training, monitor progress, retrieve checkpoints

Validate datasets for Unsloth fine-tuning. Use when the user wants to check a dataset, analyze tokens, calculate Chinchilla optimality, or prepare data for training.

Training manager for Hugging Face Jobs - launch fine-tuning on HF cloud GPUs with optional WandB monitoring

Generate Unsloth training notebooks and scripts. Use when the user wants to create a training notebook, configure fine-tuning parameters, or set up SFT/DPO/GRPO training.

Generate comprehensive model cards and upload fine-tuned models to Hugging Face Hub with professional documentation