Monday, April 15, 2024

Day 64/75 Era of 1Bit LLM and 1.58Bit LLM [Most Efficient Quantization Technique] Research Explained


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. πŸ”— Python NoteBook - https://www.kaggle.com/code/simranjeetsingh1430/llm-quantization-binary-vs-integer πŸ”— Full 75 Day GenAI and LLM - https://bit.ly/4bJwZla In this video I Explained about: - Quantization Levels - Same Domain, Different Domain, NF4 Quantization - When to Apply Quantization? Post Training and Quantization Aware Training - 1Bit LLM Explained - 1.58Bit LLM Explained - Why 1Bit or 1.5Bit Quantization does not loss information as comapred to INT1 and INT4 Quantization? - Bonus πŸ—‚️ In Next video - Quantization Techniques with Python Implementation - GPTQ, AWQ, and Bitsandbytes NF4. 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. πŸš€ Follow me on Medium for the latest blogs and projects - https://bit.ly/3JGXqwc πŸ—‚️ To get the Source Code, Follow me on GitHub - https://bit.ly/3gg07Uc πŸ”– Book your call with me at topmate.io and learn how to harness the latest technologies power and speed up your learning process. πŸ“² Book your call at - https://bit.ly/43TLDCD πŸ€– Playlists that make you skilled up - πŸ“ Full 75 Day GenAI and LLM - https://bit.ly/4bJwZla πŸ“ Prompt Engineering - https://bit.ly/42v376M πŸ“ Finacial Data Analysis and Financial Modelling - https://bit.ly/3OCWI5O πŸ“ Artificial Intelligence Projects - https://bit.ly/3L8lhEi πŸ“ Predict IPL 2023 Winner - https://bit.ly/3BfC3N9 πŸ“ Machine Learning - https://bit.ly/3gsuIxb πŸ“ Face Recognition - https://bit.ly/2YphpHm πŸ“ Creative Python - https://bit.ly/34nM9wr πŸ“ Latest Tech Videos - https://bit.ly/2QcaOeW πŸ“±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

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