Training, fine-tuning, and hyperparameter optimization of models at scale.
Model training
Tutorials for training, fine-tuning, and hyperparameter optimization of models at scale.
Hyperparameter optimization
Run large-scale HPO experiments with zero manual tracking, deterministic results, and automatic recovery.
LLM fine-tuning with LoRA and QLoRA
Fine-tune a language model for SQL generation using full, LoRA, or QLoRA methods in one Flyte pipeline.
BERT emotion classification
Fine-tune ModernBERT on Twitter emotion labels with confusion-matrix evaluation and attention visualizations.