22:14
How did diffusion LLMs get so fast?
Techniques for accelerating diffusion LLMs, from self-distillation and curriculum learning to KV caching and block diffusion
24:54
Transformers & Diffusion LLMs: What's the connection?
How Transformers evolved from machine translation to powering diffusion-based LLMs like LLaDA
24:16
Text diffusion: A new paradigm for LLMs
Overview of diffusion-based LLMs as an alternative to autoregressive models, covering D3PM and LLaDA
12:27
But How Do Diffusion Language Models Actually Work?
Jia-Bin Huang explores several ideas for applying diffusion models to language modeling
7:00
Simple Guidance Mechanisms for Discrete Diffusion Models
Simple Guidance Mechanisms for Discrete Diffusion Models (ICLR 2025 video)
15:07
Simple Diffusion Language Models
Quick introduction to Masked Diffusion Language Models (MDLM) by Alexander Rush