What's included

• Fine-Tuned Model (Hugging Face Format)

  A fully fine-tuned LLM (Large Language Model) from Hugging Face, trained on your custom dataset for your specific use case.

• Training Report & Performance Metrics

  A detailed report on model performance, including: Loss & accuracy graphs Validation metrics (BLEU, ROUGE, F1-score, etc.) Before vs. After fine-tuning results Insights & recommendations for further improvements.

• Inference Script & Deployment Guide

  A Python script for easy inference, so you can start using the model immediately. Guidance on deploying the model using: Google Colab / Jupyter Notebook Hugging Face Hub Local / Cloud (AWS, GCP, etc.)

• Data Preprocessing & Tokenization (if needed)

  Cleaning & formatting of your dataset for optimal model performance. Tokenization & batching for efficient training.