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Create README.md
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README.md
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---
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license: apache-2.0
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language:
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- en
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library_name: transformers
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pipeline_tag: text-generation
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---
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[Falcon 7b](https://huggingface.co/tiiuae/falcon-7b) model trained on [FAQ from an ecommerce website](https://www.kaggle.com/datasets/saadmakhdoom/ecommerce-faq-chatbot-dataset).
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## Tutorials
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- Text tutorial: https://www.mlexpert.io/prompt-engineering/fine-tuning-llm-on-custom-dataset-with-qlora
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- YouTube video: https://www.youtube.com/watch?v=DcBC4yGHV4Q
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## Training
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The model is trained using QLoRA with the help of bitsandbytes, peft and transformers. Full reproduction is available in the tutorials.
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