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1. Natural-Language-Inference Natural-Language-Inference Public

   The project is about implementing zero-shot learning, full fine-tuning and PEFT fine-tuning and comparing their performance with other Hugging Face transformers.

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2. QnA_From_PDF QnA_From_PDF Public

   We conducted research on pre-trained Large Language Models (LLMs) like BERT and GPT 3.5, to create an economic demo portal to answer cybersecurity survey questions for small and medium businesses.

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3. Cost-Saving-RAG Cost-Saving-RAG Public

   The project implemets RAG(Retrieval-Augmented Generation) using Pinecone and OpenAI to answer questions from youtube video. The cost saving strategies used in this project are handling prompts effi…

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4. Minutiae-extraction-through-OpenCV Minutiae-extraction-through-OpenCV Public

   The project does enhancement,binarization,thinning and minutiae extraction on fingerprints provided.I have tried multiple enhacement,binarization and thinning methods to find the best fit for the d…

   Jupyter Notebook