Fine-Tuning Pipeline

Configure a LoRA or full fine-tune — base model, epochs, learning rate — and generate a ready-to-run training script.

The pipeline wires up transformers + PEFT with your hyperparameters and mixed-precision training.

Base model Epochs Learning rate

Batch size Strategy

This interactive demo shows a preview of the product. Purchase the full version for source code, documentation, and lifetime updates.

Interactive demo — features are simulated. Purchase the full version for complete functionality.

Datanest AI Toolkit — Fine-Tuning Pipeline