SmoothQuant on Llama 2 7B by MIT HAN Lab: Tutorial on how to use SmoothQuant with a Llama 2 model in 8-bit precision.(https://github.com/mit-han-lab/smoothquant/blob/main/examples/smoothquant_llama_demo.ipynb) DeepSpeed Model Compression by DeepSpeed: Tutorial on how to use ZeroQuant a...
Streamlit's comprehensive documentation provides detailed guidance on various aspects of building interactive applications, making it easier for developers to find solutions to their queries.● Flexibility and Extensibility: While Streamlit is easy for beginners, it also offers flexibility and extensibility ...
Python Data Science Handbook A free digital book that is an excellent resource for learning pandas, NumPy, Matplotlib, and Seaborn. 🔗 freeCodeCamp - Machine Learning for Everybody A practical introduction to various machine learning algorithms for beginners. 🔗 Udacity - Intro ...
https://towardsdatascience.com/getting-started-with-langchain-a-beginners-guide-to-building-llm-powered-applications-95fc8898732ctowardsdatascience.com/getting-started-with-langchain-a-beginners-guide-to-building-llm-powered-applications-95fc8898732c A LangChain tutorial to build anything with lar...
Python Data Science Handbook: Free digital book that is a great resource for learning pandas, NumPy, Matplotlib, and Seaborn. freeCodeCamp - Machine Learning for Everybody: Practical introduction to different machine learning algorithms for beginners. Udacity - Intro to Machine Learning: Free course...
4. Building a Context-aware ChatPDF Application Project link: Groq LPU Inference Engine Tutorial The Groq API is similar to the OpenAI API but offers a speed of almost 500 tokens per second compared to OpenAI's 45 tokens per second, providing real-time responses. In this project, you will...
Generative AI for Beginners is a book designed to simplify these complexities, making the world of Generative AI approachable for everyone. It aims to alleviate the frustration of not grasping this transformative technology, which can hinder personal and professional growth. The book covers the basics...
Streamlit's comprehensive documentation provides detailed guidance on various aspects of building interactive applications, making it easier for developers to find solutions to their queries.● Flexibility and Extensibility: While Streamlit is easy for beginners, it also offers flexibility and extensibility ...
olmOCR: A toolkit for training language models to work with PDF documents in the wild. Easy Dataset: A powerful tool for creating fine-tuning datasets for LLM. ↥ back to top 微调Fine-Tuning LLaMA-Factory: Unify Efficient Fine-Tuning of 100+ LLMs. ...
Who this book is for This book is for software engineers and developers looking to build intelligent applications using generative AI. While the book is suitable for beginners, a basic understanding of Python programming is required to make the most of it. ...