Part 1: https://youtu.be/da0H8oaiqbA In this second video, Sanyam Bhutani reviews LLM Inference speeds We benchmark the speed of GPUs on int4, int8 and fp16 for the same experiment and figure out how much speedups can we get using Tensor-RT LLM Tensor-RT LLM: https://nvda.ws/3NMMrTb RTX 6000 Ada: https://nvda.ws/47k7Ytl NVIDIA NGC: https://nvda.ws/3voRWBu Hamel's blog: https://hamel.dev/notes/llm/inference/03_inference.html H2O-LLM Studio: https://github.com/h2oai/h2o-llmstudio _ Connect with Me: Twitter: https://twitter.com/bhutanisanyam1/ Linkedin: http://linkedin.com/in/sanyambhutani/

In this video, Sanyam Bhutani reviews LLM-Fine Tuning across multiple GPUs. We benchmark the speed of GPUs on int4, int8 and fp16 for the same experiment and figure out which is the best GPU for Large Language Models The Spreadsheet: https://docs.google.com/spreadsheets/d/12RmYj1p1SbqYrVwifHpfFooObnYsTOcMTnLwOrXH2Ic/edit?usp=sharing RTX 6000 Ada: https://nvda.ws/47k7Ytl NVIDIA NGC: https://nvda.ws/3voRWBu H2O-LLM Studio: https://github.com/h2oai/h2o-llmstudio _ Connect with Me: Twitter: https://twitter.com/bhutanisanyam1/ Linkedin: http://linkedin.com/in/sanyambhutani/ _ OUTLINE: 0:00 Opening 1:10 The Setup 5:50 Results 10:21 Takeaways 13:02 Buying Advice

Learn more about NVIDIA 6000-Ada: https://nvda.ws/47k7Ytl In this video, Sanyam Bhutani shares his first impressions on the RTX 6000-Ada Lovelace GPU, his "Christmas Gift". It's a powerful 48GB GPU in a blower sized two slot wide card that is very power efficient TV Mentioned: LG C2 55 inch Camera: Sony FX-Lineup Watch more: https://www.youtube.com/watch?v=mjqqazb6-SY Connect with Me: Twitter: http://twitter.com/bhutanisanyam1 Linkedin: http://linkedin.com/in/sanyambhutani/ OUTLINE: 0:00 Opening 0:19 Hello World 0:57 New Monitor 1:44 New Camera 2:05 New GPU 7:50 My Requests

2023 Video: https://www.youtube.com/watch?v=6pKIHmrPkw4 2022 Video: https://www.youtube.com/watch?v=VAlLUSc8F2A Fitness Result: https://www.youtube.com/watch?v=9lZ4xwM2vBM Fitness Challenge: https://www.youtube.com/watch?v=em7iD6G_G2E 2021 Video: https://www.youtube.com/watch?v=5PapVx8SqVc I hope all of you have a great year ahead! Full of Chai and Data Science! _ Connect with Me: Twitter: https://twitter.com/bhutanisanyam1/ Linkedin: http://linkedin.com/in/sanyambhutani/ _ OUTLINE:

Sanyam is back with ambitious paper readings, this Friday, we are aiming to cover 4 papers! We will learn the summaries of 4 domain specific papers and learn the gist of creating domain specific Large Language Models: - Clinical GPT - FinGPT - BloombergGPT - ChatLaw LLM Studio: https://github.com/h2oai/h2o-llmstudio h2oGPT: https://github.com/h2oai/h2ogpt Previous Livestream: https://www.youtube.com/watch?v=88uHdoijUHQ Drag Your GAN: https://www.youtube.com/watch?v=g4jGVM2Xq8I Generative Agents: https://www.youtube.com/watch?v=xWnhHu5MibY Follow: Sanyam Bhutani: https://twitter.com/bhutanisanyam1 http://linkedin.com/in/sanyambhutani/ http://kaggle.com/init27

LLM Studio: https://github.com/h2oai/h2o-llmstudio h2oGPT: https://github.com/h2oai/h2ogpt Previous Livestream: https://www.youtube.com/watch?v=UjWRodbvba4 Drag Your GAN: https://www.youtube.com/watch?v=g4jGVM2Xq8I Generative Agents: https://www.youtube.com/watch?v=xWnhHu5MibY Today, we will learn about Towards Language Models that Can See: Computer Vision through the LENS of Natural Language Paper Follow: Sanyam Bhutani: https://twitter.com/bhutanisanyam1 http://linkedin.com/in/sanyambhutani/ http://kaggle.com/init27

Join the discord: https://discord.gg/q5Mjv2SAGV We are back with the livestreams! Today, we will learn about Textbooks are all you need Paper Follow: Sanyam Bhutani: https://twitter.com/bhutanisanyam1 http://linkedin.com/in/sanyambhutani/ http://kaggle.com/init27

Join the discord: https://discord.gg/q5Mjv2SAGV We are back with the livestreams! Today, we will learn about Drag Your GAN paper which has just been released and was really popular! Interview with Ian Goodfellow: https://hackernoon.com/interview-with-deep-learning-researcher-and-the-ganfather-dr-ian-goodfellow-cd300863ecff Interview with David Luebke: https://www.youtube.com/watch?v=PaaKh7Tpzxg Generative Agents Paper: https://www.youtube.com/watch?v=g4jGVM2Xq8I NLP Study Group: https://www.youtube.com/playlist?list=PLLvvXm0q8zUa9lkzPTGidjucfbnpLZ5GP Kaggle Study Group: https://www.youtube.com/playlist?list=PLLvvXm0q8zUZgbAaSQ5SEtE0ivbofMfg2 Follow: Sanyam Bhutani: https://twitter.com/bhutanisanyam1 http://linkedin.com/in/sanyambhutani/ http://kaggle.com/init27

In this session, Sanyam Bhutani will prove to you why we are living a simulation :D We will be reading and understand the paper Generative Agents: Interactive Simulacra of Human Behaviour where the authors have simulated a society using ChatGPT This was an incredible fun read and a nugget filled read! You might enjoy this as much as Sanyam did Study Groups: https://www.youtube.com/@ChaiTimeDataScience/streams Kaggle: https://www.youtube.com/playlist?list=PLLvvXm0q8zUZgbAaSQ5SEtE0ivbofMfg2 Visual ChatGPT: https://www.youtube.com/watch?v=mXWVSg4GAJ8 Adobe FF overview: https://www.youtube.com/watch?v=tSGwDhtm8p0 Paper Link: https://arxiv.org/abs/2304.03442 Follow: Sanyam Bhutani: https://twitter.com/bhutanisanyam1 http://linkedin.com/in/sanyambhutani/ http://kaggle.com/init27

Watch BloombergGPT video: https://www.youtube.com/watch?v=gtDeYUtTyFI Watch VisualChatGPT demo: https://www.youtube.com/watch?v=mXWVSg4GAJ8 Kaggle Study Group playlist: https://www.youtube.com/playlist?list=PLLvvXm0q8zUZgbAaSQ5SEtE0ivbofMfg2 Watch the playlist for NLP: https://www.youtube.com/playlist?list=PLLvvXm0q8zUa9lkzPTGidjucfbnpLZ5GP In this livestream the agenda is to explain the paper HuggingGPT, Discussions will be hosted: https://community.h2o.ai Book Link: https://transformersbook.com Sanyam Bhutani: http://twitter.com/bhutanisanyam1 http://kaggle.com/init27

Register for H2O World: https://www.townscript.com/e/h2o-world-india-112201 Watch VisualChatGPT demo: https://www.youtube.com/watch?v=mXWVSg4GAJ8 Kaggle Study Group playlist: https://www.youtube.com/playlist?list=PLLvvXm0q8zUZgbAaSQ5SEtE0ivbofMfg2 Watch the playlist for NLP: https://www.youtube.com/playlist?list=PLLvvXm0q8zUa9lkzPTGidjucfbnpLZ5GP In this livestream the agenda is to explain the paper BloombergGPT, a LLM for finance Discussions will be hosted: https://community.h2o.ai Book Link: https://transformersbook.com Sanyam Bhutani: http://twitter.com/bhutanisanyam1 http://kaggle.com/init27

Watch the generative AI videos: Visual ChatGPT: https://www.youtube.com/watch?v=mXWVSg4GAJ8 Adobe FireFly review: https://www.youtube.com/watch?v=tSGwDhtm8p0 Part 1 of this livestream: https://www.youtube.com/watch?v=TrpI9ih0Vxs Since we got quite a few requests to do a part 2 of the previous one, we are continuing our learning today. In this weekly livestream Sanyam Bhutani will be going through old Kaggle competitions to understand insights from top solutions This week we are going through the BirdCLEF 2022 and 2021 top solutions remaining from the previous livestream Follow: Sanyam Bhutani: http://twitter.com/bhutanisanyam1 http://kaggle.com/init27

Adobe's FireFly is the latest in the space of Text to Image Generative AI tools. Adobe claims to have trained their model on completely stock images. In this video, Sanyam Bhutani shows how Adobe Firefly has THE BEST suite of tools for controlling and navigating your image prompts and generations. Follow: Sanyam Bhutani: Twitter: https://twitter.com/bhutanisanyam1 LinkedIn: https://www.linkedin.com/in/sanyambhutani/ Kaggle: https://www.kaggle.com/init27 #generativeai #adobe #firefly

Thanks to my friend and 5-time gold medalling Kaggle Competition "Master" (:D) Nischay for joining this livestream! In today's livestream, we will take up the ambitious goal to teach you how to get started in BirdClef 2023 and also cover the top solutions from the competitions 2022 and 2021 Follow: Nischay Dhankhar: https://twitter.com/nischay_twt https://www.kaggle.com/nischaydnk Sanyam Bhutani: http://twitter.com/bhutanisanyam1 http://kaggle.com/init27

GitHub repo: https://github.com/Nischaydnk/SeeChatGPT Made using Wave: https://wave.h2o.ai In this video, Sanyam Bhutani demos 10 things Visual ChatGPT can do. We ask it questions about an image, ask it to edit an image, replace parts of an image, generate an image and a few more things. Please stay tuned for a detailed demo and walkthrough of the project! Many thanks to Nischay for teaming up with me on this! Follow: Nischay Twitter: https://twitter.com/nischay_twt Linkedin: https://www.linkedin.com/in/nischay-dhankhar-6a9357191/ Kaggle: https://www.kaggle.com/nischaydnk Sanyam Bhutani: Twitter: https://twitter.com/bhutanisanyam1 LinkedIn: https://www.linkedin.com/in/sanyambhutani/ Kaggle: https://www.kaggle.com/init27 #chatgpt #visualchatgpt #stablediffusion