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| Name | How do Multimodal AI models work? Simple explanation |
| Video Uploader | Video From AssemblyAI |
| Upload Date | This Video Uploaded At 05-12-2023 15:21:51 |
| Video Discription | Multimodality is the ability of an AI model to work with different types (or "modalities") of data, like text, audio, and images. Multimodality is what allows for a model like GPT-4 to write code given a diagram, and models like DALL-E 3 to generate an image given a description. In this video, we'll learn about how multimodality works in AI, and the distinction between multimodal models and multimodal interfaces. Links: Intro repository: https://github.com/AssemblyAI-Examples/chatgpt-image-interface Introduction to Diffusion Models: https://www.assemblyai.com/blog/diffusion-models-for-machine-learning-introduction/ How DALL-E works: https://www.assemblyai.com/blog/how-dall-e-2-actually-works/ Build your own text-to-image model: https://www.assemblyai.com/blog/minimagen-build-your-own-imagen-text-to-image-model/ How RLHF works: https://www.assemblyai.com/blog/how-rlhf-preference-model-tuning-works-and-how-things-may-go-wrong/ ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_ry_2 🐦 Twitter: https://twitter.com/AssemblyAI 🦾 Discord: https://discord.gg/Cd8MyVJAXd ▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?sub_confirmation=1 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #MachineLearning #deeplearning 0:00 Writing code with GPT-4 0:31 Generating music with MusicLM 0:48 What is multimodality? 1:15 Fundamental concepts of multimodality 2:30 Representations and meaning 4:00 A problem with multimodality 4:50 Multimodal models vs. multimodal interfaces 6:21 Outro |
| Category | Science & Technology |
| Tags | Science & Technology Download MP4 | Science & Technology Download MP3 | Science & Technology Download MP4 360p | Science & Technology Download MP4 480p | Science & Technology Download MP4 720p | Science & Technology Download MP4 1080p |
