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1. Fine-tuning_CodeLlama-7b_Model Fine-tuning_CodeLlama-7b_Model Public

   We are Fine-tuning the CodeLlama-7b parameters model using PEFT Quantization method

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2. Tinygrad Tinygrad Public

   Tinygrad is a lightweight deep learning framework designed for educational purposes. It offers a minimalistic implementation of automatic differentiation and neural network modules.

   Jupyter Notebook 1

3. RAG_Document_Question_Answering RAG_Document_Question_Answering Public

   RAG-Based Document Question Answering System: A chatbot that processes PDF documents, retrieves relevant information using Cohere and Pinecone, and generates accurate answers to user queries in a S…

   Python 3

4. SQL_Beginner_Projects SQL_Beginner_Projects Public

   This repository is a comprehensive resource for learning SQL through hands-on projects. It covers essential SQL skills, including data cleaning, transformation, and analysis, while demonstrating be…

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5. Straw-Hat-Llama3.1-8B-Finetuning-DPO Straw-Hat-Llama3.1-8B-Finetuning-DPO Public

   This project fine-tunes the Llama 3.1 8B model for coding assistance using PEFT and LoRA techniques. After fine-tuning, Direct Preference Optimization (DPO) is applied to align outputs with human p…

   Jupyter Notebook 1

6. AI-Odyssey-Labs AI-Odyssey-Labs Public

   This project experiments with a small GPT-2 model (~16M params) using different Positional Embeddings. Trained on 10% of OpenWebText (~900M tokens) with 1% (~9M tokens) for validation, the goal is …

   Jupyter Notebook 1