sentdexの動画一覧です。 https://ml.streamdb.net/videos-rss/c/UCfzlCWGWYyIQ0aLC5w48gBQ Thu, 07 Mar 24 04:01:15 +0900 https://ml.streamdb.net/timelines/v/pCX_3p40Efc Thu, 07 Mar 24 04:01:15 +0900 Building an LLM fine-tuning Dataset Going through the building of a QLoRA fine-tuning dataset for a language model. NVIDIA GTC signup: https://nvda.ws/3XTqlB6 Fine-tuning code: https://github.com/Sentdex/LLM-Finetuning 5000-step Walls1337bot adapter: https://huggingface.co/Sentdex/Walls1337bot-Llama2-7B-003.005.5000 WSB Dataset: https://huggingface.co/datasets/Sentdex/WSB-003.005 "I have every reddit comment" original reddit post and torrent info: https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/ 2007-2015 Reddit Archive.org: https://archive.org/download/2015_reddit_comments_corpus/reddit_data/ Reddit BigQuery 2007-2019 (this has other data besides reddit comments too!): https://reddit.com/r/bigquery/comments/3cej2b/17_billion_reddit_comments_loaded_on_bigquery/ Contents: 0:00 - Introduction to Dataset building for fine-tuning. 02:53 - The Reddit dataset options (Torrent, Archive.org, BigQuery) 06:07 - Exporting BigQuery Reddit (and some other data) 14:44 - Decompressing all of the gzip archives 25:13 - Re-combining the archives for target subreddits 28:29 - How to structure the data 40:40 - Building training samples and saving to database 48:49 - Creating customized training json files 54:11 - QLoRA training and results Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/ChfEO8l-fas Thu, 15 Feb 24 03:23:24 +0900 Visualizing Neural Network Internals Visualizing some of the internals of a neural network during training and inference. Starting and full code: https://github.com/Sentdex/neural-net-internals-visualized Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/mm9IHqgCbZc Thu, 08 Feb 24 04:22:33 +0900 Getting Back on Grid Establishing an internet connection in an internet desert, then figuring out (well, starting to) networking. Combined with Starlink as my internet provider, I ended up going with a wifi bridge implementation with a couple of Ubiquiti nanostation AC locos to network between buildings at 100+ meters of distance. The Ubiquiti units can also do point to point (ptp), but so far the wifi bridge setup is working great for me. Ubiquiti NanoStation 5AC Locos (buy in pairs for ptp/wifi bridge): https://amzn.to/3UqnLnQ Mounting hardware I used, but you can use just about anything, including zip tying to a tree or something: https://amzn.to/42ycS5d PoE Injectors (can use any PoE switch too): https://amzn.to/482oNJO Silicone sealant: https://amzn.to/42vu5w9 For shorter distances, you can also use: TPLink Access Points (AP): https://amzn.to/3OCe6qp I also have enjoyed the 2016 model years of the Google wifi: https://amzn.to/495Ydkm These are half the price of the newer version, the nest variant: https://amzn.to/3HSDdBM If I forgot something, feel free to ask! Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/_GQfj3jhXVM Mon, 25 Dec 23 01:38:27 +0900 Open Source AI Inference API w/ Together Exploring the Together Inference API (https://www.together.ai/) Together API basics jupyter notebook examples: https://github.com/Sentdex/Together-API-Basics Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/9MigSbQ7AQk Sun, 17 Dec 23 01:11:50 +0900 INFINITE Inference Power for AI Testing and enjoying the Comino Grando Server machine with 6x RTX 4090s from Comino (https://www.comino.com/) Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/OnYGtKQT-rU Sat, 11 Nov 23 00:18:19 +0900 Pandas Dataframes on your GPU w/ CuDF An overview and some quick examples of using CuDF's Pandas accelerator and how much faster it can be than vanilla Pandas for data analysis. Colab demo of Rapids: https://nvda.ws/3LWggQj AI and Data Science Virtual Summit: https://nvda.ws/3ZR3wjL Notebook in this video: https://gist.github.com/Sentdex/469c30385d06719519af13125db85edc Install CuDF: pip install cudf-cu11 --extra-index-url=https://pypi.nvidia.com (or cu12) Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/J_3hDqSvpmg Sat, 16 Sep 23 00:20:55 +0900 QLoRA is all you need (Fast and lightweight model fine-tuning) Learning and sharing my process with QLoRA (quantized low rank adapters) fine-tuning. In this case, I use a custom-made reddit dataset, but you can use anything you want. I referenced a LOT of stuff in this video, I will do my best to link everything, but let me know if I forget anything. Resources: WSB-GPT-7B Model: https://huggingface.co/Sentdex/WSB-GPT-7B WSB-GPT-13B Model: https://huggingface.co/Sentdex/WSB-GPT-13B WSB Training data: https://huggingface.co/datasets/Sentdex/wsb_reddit_v002 Code: QLoRA Repo: https://github.com/artidoro/qlora qlora.py: https://github.com/artidoro/qlora/blob/main/qlora.py Simple qlora training notebook: https://colab.research.google.com/drive/1VoYNfYDKcKRQRor98Zbf2-9VQTtGJ24k?usp=sharing qlora merging/dequantizing code: https://gist.github.com/ChrisHayduk/1a53463331f52dca205e55982baf9930 Referenced Research Papers: Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning: https://arxiv.org/abs/2012.13255 LoRA: Low-Rank Adaptation of Large Language Models: https://arxiv.org/abs/2106.09685 QLoRA: Efficient Finetuning of Quantized LLMs: https://arxiv.org/abs/2305.14314 Yannic's GPT-4chan model: https://huggingface.co/ykilcher/gpt-4chan Condemnation letter: https://docs.google.com/forms/d/e/1FAIpQLSdh3Pgh0sGrYtRihBu-GPN7FSQoODBLvF7dVAFLZk2iuMgoLw/viewform https://www.youtube.com/watch?v=efPrtcLdcdM Contents: 0:00 - Why QLoRA? 0:55 - LoRA/QLoRA Research 4:13 - Fine-tuning dataset 11:10 - QLoRA Training Process 15:02 - QLoRA Adapters 17:10 - Merging, Dequantizing, and Sharing 19:34 - WSB QLoRA fine-tuned model examples Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/m1feTAvlXxw Wed, 23 Aug 23 01:36:58 +0900 Chat Interface for your Local Llama LLMs A tutorial of sorts covering how to create streaming chat interfaces using Gradio for the various chat/instruct large language models from HuggingFace. Sample code: https://huggingface.co/spaces/Sentdex/StableBeluga-7B-Chat/blob/main/app.py Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/jkdWzvMOPuo Sat, 29 Jul 23 00:21:08 +0900 Gzip is all You Need! (This SHOULD NOT work) Github code: https://github.com/Sentdex/Simple-kNN-Gzip Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/MNSmOih_pmg Wed, 12 Jul 23 04:52:22 +0900 Better Attention is All You Need Addressing the current state of attention for artificial intelligence and why it's currently holding back maximum context lengths. Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/-IV1NTGy6Mg Thu, 06 Jul 23 06:14:13 +0900 The BEST Open Source LLM? (Falcon 40B) TII Call for Proposals with Falcon 40B: https://falconllm.tii.ae/proposal.php Falcon Github samples: https://github.com/Sentdex/Falcon-LLM TermGPT: https://www.youtube.com/watch?v=O4EmRi0_CI4 GPT-4 Overview: https://www.youtube.com/watch?v=lJNblY3Madg Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/0lOSvOoF2to Thu, 15 Jun 23 09:14:31 +0900 OpenAI GPT-4 Function Calling: Unlimited Potential Function calling is a new capability for OpenAI's GPT-4 and GPT-3.5 via the API. Function-calling allows you to extract structured outputs from the GPT model. Github notebook: https://github.com/Sentdex/ChatGPT-API-Basics/blob/main/function_calling.ipynb Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/O4EmRi0_CI4 Sun, 04 Jun 23 01:44:02 +0900 Letting GPT-4 Control My Terminal (TermGPT) Giving LLMs like GPT-4 the ability to plan and execute terminal commands. TermGPT github: https://github.com/Sentdex/TermGPT/ OpenAI Chat API tutorial: https://github.com/Sentdex/ChatGPT-API-Basics Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/kkTNg_UOCNE Fri, 12 May 23 23:07:38 +0900 Building an Open Assistant API Working with one of the Open Assistant models, a 12B parameter Pythia model (https://huggingface.co/OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5) Github: https://github.com/Sentdex/OpenAssistant_API_Pythia_12B Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex Video Contents: 00:00 - Basics of using OpenAssistant Pythia 12B locally 16:37 - Creating an OpenAssistant API 22:22 - Interfacing with our new OpenAssistant API 31:32 - Handling for long contexts #python #programming #python #programming https://ml.streamdb.net/timelines/v/lJNblY3Madg Fri, 28 Apr 23 23:13:51 +0900 Sparks of AGI? - Analyzing GPT-4 and the latest GPT/LLM Models An in-depth look into the current state of the art of Generative Pre-trained Transformer (GPT) language models, with a specific focus on the advancements and examples provided by OpenAI in their GPT4 Technical Report (https://arxiv.org/abs/2303.08774) as well as the Microsoft "Sparks of AGI" Paper (https://arxiv.org/abs/2303.12712). Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex Contents: 00:00 - Introduction 01:31 - Multi-Modal/imagery input 05:44 - Predictable scaling 08:15 - Performance on exams 15:07 - Rule-Based Reward Models (RBRMs) 17:53 - Spatial Awareness of non-vision GPT-4 20:38 - Non-multimodel vision ability 21:27 - Programming 25:07 - Theory of Mind 29:34 - Music and Math 30:44 - Challenges w/ Planning 33:25 - Hallucinations 35:04 - Risks 38:01 - Biases 44:55 - Privacy 48:23 - Generative Models used in Training/Evals 51:36 - Acceleration 57:07 - AGI #GPT-4 #ChatGPT #GPT-4 #ChatGPT https://ml.streamdb.net/timelines/v/fGpXj4bl5LI Sat, 08 Apr 23 22:40:00 +0900 ChatGLM: The ChatGPT killer? Checking out ChatGLM6B Exploring the concept of a GLM (General Language Model) and working with ChatGLM6B. Original GLM paper: https://arxiv.org/abs/2103.10360 GLM130B paper: https://arxiv.org/abs/2210.02414 ChatGLM6B demo: https://huggingface.co/spaces/multimodalart/ChatGLM-6B Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #programming #deep learning #artificial intelligence #research #programming #deep learning #artificial intelligence #research https://ml.streamdb.net/timelines/v/YY7LIEHiAfg Fri, 24 Mar 23 23:53:17 +0900 GPT Journey - A text and image game with ChatGPT Building a text and image-based game with ChatGPT as the backend via the api... plus a little help from ChatGPT to build it. Github: https://github.com/Sentdex/GPT-Journey Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/c-g6epk3fFE Sat, 11 Mar 23 01:27:31 +0900 ChatGPT API in Python Exploring the ChatGPT (GPT3.5) API from OpenAI and building some simple chat applications with it. Github code: https://github.com/Sentdex/ChatGPT-API-Basics Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex Contents: 0:00 - Why use the ChatGPT API 2:10 - How to query the ChatGPT API 7:45 - History and dynamic input w/ ChatGPT API 15:30 - Comining everything so far 18:25 - Building a Gradio chat application with ChatGPT #python #programming #python #programming https://ml.streamdb.net/timelines/v/zHS3K4T0gAI Fri, 03 Mar 23 23:51:47 +0900 Image Editing A.I. Checking out some of the latest A.I. Photo and Video editing software available on HuggingFace. NVIDIA GTC Signup (Digital event March 20-23): https://nvda.ws/3XTqlB6 Neural Networks from Scratch book: https://nnfs.io ControlNet (doodle to image, edge detection, pose...etc): https://huggingface.co/spaces/hysts/ControlNet Instruct Pix2Pix: https://huggingface.co/spaces/timbrooks/instruct-pix2pix Pix2Pix video: https://huggingface.co/spaces/fffiloni/Pix2Pix-Video Photoguard: https://huggingface.co/spaces/RamAnanth1/photoguard Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/G8oyOeOCl0s Sun, 12 Feb 23 03:39:11 +0900 The AI wars: Google vs Bing (ChatGPT) Discussing the latest events surrounding large language models, chatbots, and search engines with respect to Microsoft and Google. Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/QumfkMQr47M Thu, 26 Jan 23 03:00:41 +0900 ChatGPT Writes a Chatbot AI Creating a large language model (LLM)-backed chat bot application entirely with ChatGPT. Github repo for the end result: https://github.com/Sentdex/ChatGPT-at-Home Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #chatgpt #python #programming #chatgpt https://ml.streamdb.net/timelines/v/HTWfA7KFzoA Sun, 11 Dec 22 01:37:38 +0900 OpenAI's ChatGPT is a MASSIVE step forward in Generative AI ChatGPT is the latest GPT style generative AI model from OpenAI, which, at it's most basic level acts as a chatbot, but this back and forth structure allows for many complex capabilities. Chat with ChatGPT here: https://chat.openai.com/chat Operating system example with the script writing to a file: https://twitter.com/Sentdex/status/1600609223548739585?t=3KJw_yb6hPjDNbQoI27ScA&s=19 Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #ChatGPT #Programming #Artificial Intelligence #ChatGPT #Programming #Artificial Intelligence https://ml.streamdb.net/timelines/v/5ZWub9UEJiE Thu, 08 Dec 22 06:52:12 +0900 OpenAI's ChatGPT creates an operating system OpenAI's ChatGPT AI (a neural network) functioning as a Linux system that I am able to navigate, read, write and execute scripts on. Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #chatgpt #openai #ai #chatgpt #openai #ai https://ml.streamdb.net/timelines/v/RtIRE4Kf5SU Mon, 14 Nov 22 01:20:05 +0900 Google A.I. Diffusion Image Editing w/ Prompt to Prompt Prompt to prompt allows you to make natural language edits to your prompt to edit the image. Prompt-to-prompt github: https://github.com/google/prompt-to-prompt Prompt-to-prompt w/ stable diffusion notebook: https://github.com/google/prompt-to-prompt/blob/main/prompt-to-prompt_stable.ipynb Stable DreamFusion video: https://www.youtube.com/watch?v=zWD5ZR5GtJM GAN Theft Auto: https://www.youtube.com/watch?v=udPY5rQVoW0 Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/zWD5ZR5GtJM Fri, 21 Oct 22 22:21:22 +0900 Google's DreamFusion AI: Text to 3D DreamFusion is Google research (https://arxiv.org/pdf/2209.14988.pdf) into generating 3D objects from text prompts, and is based off 2D diffusion models. Stable DreamFusion github: https://github.com/ashawkey/stable-dreamfusion?s=03 NeRF (Neural Radiance Fields): https://www.matthewtancik.com/nerf Meta AI make-a-video: https://makeavideo.studio/ Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #artificial intelligence #python #programming #artificial intelligence https://ml.streamdb.net/timelines/v/OCBZtgQGt1I Thu, 06 Oct 22 21:12:36 +0900 Open AI’s Whisper is Amazing! OpenAI's Whisper is a speech to text, or automatic speech recognition model. It is a "weakly supervised" encoder-decoder transformer trained on 680,000 hours of audio. Not only can it transcribe English, it can transcribe 96 other languages along with also being able to translate from those languages to English. Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #artificial intelligence #python #programming #artificial intelligence https://ml.streamdb.net/timelines/v/F0VvtOj6QjQ Fri, 30 Sep 22 05:26:35 +0900 The Future of User Interfaces with A.I. Pondering the future of user interfaces with advancements in natural language processing and artificial intelligence Tweet in reference: https://twitter.com/c_valenzuelab/status/1574448455463862274 Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming https://ml.streamdb.net/timelines/v/6wHscF7GE6A Mon, 26 Sep 22 23:57:53 +0900 A.I. Teaches Programming Artificial intelligence teaches you how to incorporate your deep learning models into user interfaces for humans, using Gradio. Created using #copilot for the code, Riva (https://developer.nvidia.com/riva) from NVIDIA for custom speech synthesis, and a handful of LLMs for scripting. Things are getting interesting. Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #programming #shorts #pythonprogramming #programming #python #artificial intelligence #gradio #programming #python #artificial intelligence #gradio https://ml.streamdb.net/timelines/v/kTsBjVixMac Sat, 24 Sep 22 06:17:13 +0900 Customizing Stable Diffusion w/ Text Inversion #shorts #programming Using Stable Diffusion, a text to image generation AI model, to generate more personalized imagery through text inversion. Original Text Inversion Paper: https://arxiv.org/pdf/2208.01618.pdf Text Inversion HuggingFace: https://huggingface.co/docs/diffusers/training/text_inversion Text Inversion Notebook for training/testing: https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_textual_inversion_training.ipynb Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #shorts #programming #education #python #programming #stable diffusion #artificial intelligence #tutorial #python #programming #stable diffusion #artificial intelligence #tutorial https://ml.streamdb.net/timelines/v/275_oeBw3vY Sat, 17 Sep 22 00:19:34 +0900 Creating Stable Diffusion Interpolation Videos GTC signup: https://nvda.ws/3BQvmCP Stable Diffusion Videos Github: https://github.com/nateraw/stable-diffusion-videos Gist for hunting for images: https://gist.github.com/Sentdex/130c225d90acec7c808b8ba5aba0eda1 Gist for creating stable diffusion video: https://gist.github.com/Sentdex/f9519adf3b0ac79370d2c0e31b00593b Neural Networks from Scratch book: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex Reddit: https://www.reddit.com/r/sentdex/ Support the content: https://pythonprogramming.net/support-donate/ Twitter: https://twitter.com/sentdex Instagram: https://instagram.com/sentdex Facebook: https://www.facebook.com/pythonprogramming.net/ Twitch: https://www.twitch.tv/sentdex #python #programming #python #programming