Llama-3, a language model, was trained on a Bengali dataset using Unsloth for optimizing GPU usage.Bengali, being the seventh most spoken language, lacks high-quality NLP resources.The training process involved using the Bengali dataset, formatting prompts, and optimizing GPU usage with Unsloth.The results showed that Llama-3 can accurately understand and generate Bengali text, contributing to Bengali NLP development.