I'll fine-tune large language models on your specific task
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About this service
Summary
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.
