Abhi0323 / Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT
This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques to optimize its performance for specific NLP tasks. The improved model is demonstrated through a Streamlit application, showcasing its capabilities in real-time interactive settings.
☆13Updated last year
Alternatives and similar repositories for Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT:
Users that are interested in Fine-Tuning-LLaMA-2-with-QLORA-and-PEFT are comparing it to the libraries listed below
- An end-to-end predictive maintenance application using machine learning to enhance industrial efficiency. This project employs robust mod…☆13Updated last year
- Course Material - Data Science Program☆14Updated last year
- Code repository for the online course Machine Learning Interpretability☆26Updated 6 months ago
- Developed an end-to-end ML system on Azure to predict loan defaults, leveraging advanced data preprocessing, feature engineering, and mac…☆12Updated last year
- Homework and notes for the DataTalks.Club MLOps Zoomcamp☆10Updated 2 years ago
- This project focuses on building a robust data pipeline using Apache Airflow to automate the ingestion of weather data from the OpenWeath…☆21Updated last year
- I am using confluent Kafka cluster to produce and consume scraped data. In this project, I've created a real-time data pipeline that uti…☆29Updated last year
- data science interview questions company wise which include the data analyst , junior data scientist , machine learning engineer etc. pos…☆15Updated 3 years ago
- Abhi0323 / RAG-Powered-AI-Assistant-Transforming-Data-Retrieval-and-Analysis-Across-the-Web-and-PDFsHarness the power of Retrieval-Augmented Generation with the Personal AI Assistant, an innovative tool designed to extract and synthesize…☆28Updated 10 months ago
- ☆19Updated last year
- The code examples from my online content☆16Updated 6 months ago
- ☆37Updated last year
- A hands on advanced RAG tutorials☆23Updated 2 weeks ago
- SQL Tutorials using Jupyter Notebook☆17Updated 2 years ago
- Datastructure for data science☆22Updated last year
- Cracking Data Engineering Interview Guide, published by Packt☆40Updated last year
- This is a comprehensive end-to-end data engineering project. I extracted data directly from YouTube in raw JSON format using Python and A…☆11Updated 10 months ago
- ☆32Updated last year
- Built a Data Pipeline for a Retail store using AWS services that collects data from its transactional database (OLTP) in Snowflake and tr…☆9Updated last year
- Comet for Data Science, published by Packt☆42Updated last year
- Awesome MLOps Course Outline☆34Updated 2 years ago
- A collection of simple python mini projects to enhance your python skills☆17Updated 3 years ago
- ☆16Updated last year
- Essential PySpark for Scalable Data Analytics, published by Packt☆44Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Machine Learning for Streaming Data with Python, published by Packt☆70Updated last year
- In this repo, I upload all-time series forecasting projects☆15Updated 3 years ago
- ☆28Updated 6 months ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year