Update README.md

README.md

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 - sjsq/PrivacyPolicy
 language:
 - en
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+---
+
+# Fine-tuning Llama2-7B-Chat for Privacy Policy Q&A and Summarization
+__By Chris Puzzo and Christain Jackson__
+
+__For Comp741/841__
+
+__README updated: 5/10/24__
+
+The basis of this problem is to fine-tune Meta's Llama 2-7b Transformer using 
+PEFT and QloRA in order to be able to analyze privacy Policies.
+
+Privacy Policies are written to be confusing and extremely technical, so a tool
+that helps users answer questions and summerize privacy policies can be very
+useful in knowing how personal data is being used. The HOW-TO.md file contains
+simple instructions on running the tool
+
+## Setup
+This tool is designed to be used on colab with the huggingface transformers
+library. The model (Llama-2-7b-privacy) is hosted on my (Chris Puzzo) 
+personal [huggingface profile](https://huggingface.co/ChrisPuzzo) and is publically avalible. The model was trained
+using a training code for llama from [Maxime Labonne](https://twitter.com/maximelabonne)
+avalible [here](https://colab.research.google.com/drive/1PEQyJO1-f6j0S_XJ8DV50NkpzasXkrzd?usp=sharing)
+
+There is no requirments file in this repo because it uses dependencies pre-installed
+on colab.
+
+## Results
+tbd
+
+## Other things
+AS stated before, for ease of access the model we created is located on my 
+huggingface account and can be used with the transformers library.