Diffusion models demystified, once and for all!
https://www.youtube.com/watch?v=Fk2I6pa6UeA&list=WL&index=19
https://www.youtube.com/watch?v=Fk2I6pa6UeA&list=WL&index=19
YouTube
More Than Image Generators: A Science of Problem-Solving using Probability | Diffusion Models
This is my entry to #SoME4, 3Blue1Brown's Summer of Math Exposition Competition!
Diffusion models are typically portrayed as models that learn to denoise a corrupted image. This way, they can generate new images by gradually removing noise from a sample…
Diffusion models are typically portrayed as models that learn to denoise a corrupted image. This way, they can generate new images by gradually removing noise from a sample…
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ML & AI resources
https://www.youtube.com/watch?v=R0uMcXsfo2o
YouTube
But how do AI images and videos actually work? | Guest video by Welch Labs
Diffusion models, CLIP, and the math of turning text into images
Welch Labs Book: https://www.welchlabs.com/resources/imaginary-numbers-book
Sections
0:00 - Intro
3:37 - CLIP
6:25 - Shared Embedding Space
8:16 - Diffusion Models & DDPM
11:44 - Learning Vector…
Welch Labs Book: https://www.welchlabs.com/resources/imaginary-numbers-book
Sections
0:00 - Intro
3:37 - CLIP
6:25 - Shared Embedding Space
8:16 - Diffusion Models & DDPM
11:44 - Learning Vector…
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Forwarded from DeepMind AI Expert (Farzad 🦅)
اندرو کارپثی گفته بود:
Can you take my 2h13m tokenizer video and translate [into] a book chapter.
We've done it! It includes prose, code & key images. It's a great way to learn this key piece of how LLMs work.
https://www.fast.ai/posts/2025-10-16-karpathy-tokenizers
https://solve.it
Can you take my 2h13m tokenizer video and translate [into] a book chapter.
We've done it! It includes prose, code & key images. It's a great way to learn this key piece of how LLMs work.
https://www.fast.ai/posts/2025-10-16-karpathy-tokenizers
https://solve.it
www.fast.ai
fast.ai - Let’s Build the GPT Tokenizer: A Complete Guide to Tokenization in LLMs
A text and code version of Karpathy’s famous tokenizer video.
آنتروپیک یک شاخص برای مهارت کار با هوش مصنوعی تعریف کرده به اسم AI Fluency index؛ 24 تا مولفه داره که توی این مقاله تعدادی رو بررسی
کرده. برای مثال گفته وقتی Claude خروجی شیک و خوشگل تحویل میده، کاربرها گول ظاهر رو میخورن و دیگه به استدلال و منطقش کمتر شک میکنن.
https://www.anthropic.com/research/AI-fluency-index
کرده. برای مثال گفته وقتی Claude خروجی شیک و خوشگل تحویل میده، کاربرها گول ظاهر رو میخورن و دیگه به استدلال و منطقش کمتر شک میکنن.
https://www.anthropic.com/research/AI-fluency-index
Anthropic
Anthropic Education Report: The AI Fluency Index
Anthropic's AI Fluency Index measures 11 observable behaviors across thousands of Claude.ai conversations to understand how people develop AI collaboration skills.
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