samadon1 / LLM-From-ScratchLinks
Medical Language Model fine-tuned using pretraining, instruction tuning, and Direct Preference Optimization (DPO). Progresses from general medical knowledge to specific instruction following, with experiments in preference alignment for improved medical text generation and understanding.
☆29Updated 8 months ago
Alternatives and similar repositories for LLM-From-Scratch
Users that are interested in LLM-From-Scratch are comparing it to the libraries listed below
Sorting:
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and…☆124Updated 2 months ago
- ☆55Updated 10 months ago
- ☆132Updated 7 months ago
- This repository will contain all the presentations, content, hands-on notebooks for a full day Generative AI workshop on Training, Fine-t…☆300Updated 4 months ago
- This repository will contain the presentation and python jupyter notebooks for the DataHack Summit 2024 conference talk, Improving Real-w…☆117Updated 9 months ago
- Code files for advanced LLM Course☆211Updated last year
- How to serve ML predictions 100x faster☆55Updated 10 months ago
- A notebook based tutorial series on buildling a LLM from scratch☆24Updated 9 months ago
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆244Updated last year
- ☆15Updated 10 months ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆414Updated 3 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆89Updated last year
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆114Updated last month
- Project bike sharing predictor☆79Updated 3 months ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆68Updated 9 months ago
- This is a repository for the course "From Beginner to LLM Developer" by Towards AI.☆206Updated this week
- Build and deploy a REST API for taxi trip data 🚕☆71Updated 7 months ago
- The repository explores various RAG techniques, including implementation guides, use cases, and best practices. Each article is designed …☆49Updated last month
- Repository with code examples of mlflow☆199Updated this week
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆542Updated 3 months ago
- ☆115Updated last month
- Incremental ML learning in the real-world☆67Updated 3 months ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- This repository is the source code for examples and illustrations discussed in the book - A Simple Introduction to Retrieval Augmented Ge…☆183Updated 4 months ago
- Machine Learning for Imbalanced Data, published by Packt☆274Updated 5 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- LLM Engineering CrashCourse☆101Updated last year
- Original source code for Large Language Models Projects☆38Updated 8 months ago
- Demo MLRun project for LLM Tuning and serving pipelines☆41Updated 3 weeks ago
- A free mini-course about Open-Source LLMs☆115Updated last month