Fine-tuning Llama 2 on Your Own Dataset | Train an LLM for Your Use Case with QLoRA on a Single GPU

Full text tutorial (requires MLExpert Pro): https://www.mlexpert.io/prompt-engineering/fine-tuning-llama-2-on-custom-dataset

Learn how to fine-tune the Llama 2 7B base model on a custom dataset (using a single T4 GPU). We'll use the QLoRa technique to train an LLM for text summarization of conversations between support agents and customers over Twitter.

Discord: https://discord.gg/UaNPxVD6tv
Prepare for the Machine Learning interview: https://mlexpert.io
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GitHub repository: https://github.com/curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain

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00:00 - When to Fine-tune …

agents conversations customers dataset gpu join learn llama llama 2 llm summarization support text text summarization twitter work