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Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

License: MIT License

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chatbot chatbots conversational-ai falcon falcon-7b fine-tuning healthcare llm lora mental-health peft qlora

finetuned-qlora-falcon7b-medical's Introduction

Hi there ๐Ÿ‘‹, I'm Arun

Senior Data Scientist | Machine Learning | Deep Learning

  • ๐Ÿ”ญ Currently building: AI-enabled products using LLM's, Vector DB's and advanced NLP techniques

  • ๐ŸŒฑ Currently learning: Graph Neural Networks, Knowledge Graphs

  • ๐Ÿ”Ž Open Source Contributions: HuggingFace, Keras, Llama-Index

  • ๐Ÿ’ฌ Would love to discuss on: Machine Learning and Finance

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finetuned-qlora-falcon7b-medical's Issues

how to enable fp16 instead of bf16 when to train?

Looks like the newer GPU architecure would support bf16. But mine is a little old.
I can change bf16 to fp16 when to train. But the model looks like a bf16 model. is that OK?

Actuall I failed to run the train process due to error below:

requests.exceptions.HTTPError: 403 Client Error: Forbidden for url: https://huggingface.co/api/repos/create

The above exception was the direct cause of the following exception:

It tried to create a new repo in hf?

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