Day 65/75 LLM Quantization Techniques [GPTQ - AWQ - BitsandBytes NF4] Python Code | Hugging Face AI

Welcome to 75 Hard Generative AI Learning Challenge. In this Series I will learn and teach you everything about GenAI from scratch with python and all latest tools and libraries like pytorch lightening, tensorflow generative, and many more. 🔗 Python NoteBook - https://www.kaggle.com/code/simranjeetsingh1430/gptq-vs-awq-vs-bitsandbytes-in-llm-quantization 🔗 Full 75 Day GenAI and LLM - https://bit.ly/4bJwZla In this video I Explained about: 1. Need of Quantization? 2. Quantization Techniques in Python - GPTQ, AWQ and BitsandBytes NF4 3. Python Implementation of Each Technique 4. Difference Between GPTQ vs AWQ vs NF4 with Advantages and Disadvantages. 🗂️ In Next video - LLM Evaluation Framework using Python and Hugging Face. I will keep on uploading videos everyday about GenAI and Topics related to it along with GenAI end to end projects at every weekend. All Codes are also availabl at Github and open source as well. I hope you enjoy learning GenAI in 2024 with me. 🚀 Follow me on Medium for the latest blogs and projects - https://bit.ly/3JGXqwc 🗂️ To get the Source Code, Follow me on GitHub - https://bit.ly/3gg07Uc 🔖 Book your call with me at topmate.io and learn how to harness the latest technologies power and speed up your learning process. 📲 Book your call at - https://bit.ly/43TLDCD 🤖 Playlists that make you skilled up - 📍 Full 75 Day GenAI and LLM - https://bit.ly/4bJwZla 📍 Prompt Engineering - https://bit.ly/42v376M 📍 Finacial Data Analysis and Financial Modelling - https://bit.ly/3OCWI5O 📍 Artificial Intelligence Projects - https://bit.ly/3L8lhEi 📍 Predict IPL 2023 Winner - https://bit.ly/3BfC3N9 📍 Machine Learning - https://bit.ly/3gsuIxb 📍 Face Recognition - https://bit.ly/2YphpHm 📍 Creative Python - https://bit.ly/34nM9wr 📍 Latest Tech Videos - https://bit.ly/2QcaOeW 📱Follow US on Social Media - - Telegram: https://bit.ly/3JJblSC - Youtube: https://bit.ly/38gLfTo - Instagram: http://bit.ly/2N1IMP9 - Twitter: https://bit.ly/40vYMjl ⚡️ Do Like, Comment, Share, and Subscribe to our YouTube Channel for more Videos and Projects. 75 hard challenge, 75 hard generative ai learning challenge, 75 hard coding, Hugging Face Transformers, 75 hard genai challenge, 75 day hard genai challenge, 75 hard machine learning, question answering nlp project, chatbots, nlp chatbot python tensorflow, chatbot using hugging face, chatbot transformers, Krish Naik GenAI, Krish Naik deep learning, Krish naik natural language processing, Krish Naik nlp, Krish naik python tutorial Krish Naik data science, Krish Naik statistics, Krish Naik neural networks, machine learning full course, machine learning tutorial, machine learning interview questions, machine learning projects in Python, data science for beginners, data science project, Trending, data science full course, data science interview questions, data science interview, machine learning interview questions, statistics interview questions, Python interview questions, interview questions, leetcode questions, interview preparation for FAANG, FAANG Interview questions, Google data science Interview questions, Amazon data scientist interview, Meta data scientist interview questions, PyTorch, #quantization, #machinelearning, #AI, #efficientAI, #airesearch, #deeplearningresearch, #1bitquantization, #1.58bitquantization, #LLM, #largelanguagemodel, #transformers, #NLP, #computerscience, #research, #explained, #tutorial, #breakdown, #75Hard, #Eraof1BitLLM, #Eraof1.58BitLLM