Abhi0323 / Fine-Tuning-LLaMA-2-with-QLORA-and-PEFTLinks
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
Sorting:
- An end-to-end predictive maintenance application using machine learning to enhance industrial efficiency. This project employs robust mod…☆34Updated last year
- Course Material - Data Science Program☆14Updated 2 years ago
- mlops-projects-course☆144Updated last year
- Machine Learning Cheatsheet 2024☆143Updated last year
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆108Updated 3 months ago
- ☆36Updated last year
- LLM Engineering CrashCourse☆103Updated last year
- Code repository for the online course Machine Learning Interpretability☆28Updated last year
- MLOps - Deploy models at scale, Generative AI - Build applications with LLMs, NLP - Understand Transformers & Text Generation Models, Com…☆75Updated last year
- ☆43Updated 2 years ago
- ☆26Updated 3 years ago
- MLflow related work☆40Updated 2 years ago
- A hands on advanced RAG tutorials☆28Updated 7 months ago
- Demo for mlflow and dagshub☆25Updated last year
- Curated collection of awesome resources and tutorials for mastering Data Science, Machine Learning, Deep Learning, and Python.☆51Updated last year
- Datastructure for data science☆23Updated last year
- Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.☆85Updated 8 months 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…☆32Updated last year
- ☆41Updated last year
- 7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long …☆61Updated last year
- Tutorial for langchain LLM library☆181Updated last year
- Bank customers churn dashboard with predictions from several machine learning models.☆61Updated 2 years ago
- Project bike sharing predictor☆79Updated 3 months ago
- ☆154Updated last year
- customer-satisfaction☆146Updated last year
- ☆28Updated last year
- ☆78Updated last year
- ☆15Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- Repository with code examples of mlflow☆226Updated 3 months ago