Falcon 7b model trained on FAQ from an ecommerce website.
Tutorials
- Text tutorial: https://www.mlexpert.io/prompt-engineering/fine-tuning-llm-on-custom-dataset-with-qlora
- YouTube video: https://www.youtube.com/watch?v=DcBC4yGHV4Q
Training
Fine-tuned using the QLoRA technique (only adapter uploaded). With the help of bitsandbytes, peft and transformers. Full reproduction is available in the tutorials.