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LLaDA is a masked diffusion language model and conditional text generator. It generates text by iteratively refining masked tokens through a diffusion process rather than predicting the next token in a sequence. The project functions as a vision-language diffusion model, converting visual inputs into text responses. It also serves as a preference optimization framework that uses log-likelihood estimation and evidence lower bounds to tune model responses. The system supports multi-round conversational AI and text sequence evaluation. It integrates vision-language embedding for cross-modal con
By Subham Sekhar Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T Chiu, Alexander Rush, Volodymyr Kuleshov
Code repository for the paper Think While You Generate: Discrete Diffusion with Planned Denoising, by Sulin Liu, Juno Nam, Andrew Campbell, Hannes Stärk, Yilun Xu, Tommi Jaakkola, Rafael Gómez-Bombarelli. Tweet and video for the main idea.
This is the official implementation of Pix2Seq in Tensorflow 2 with efficient TPUs/GPUs support. The original Pix2Seq code aims to be a general framework that turns RGB pixels into semantically meaningful sequences. We now extend it to be a generic codebase, with task-centric organization that…
Paper Link
The main features of andrew-cr/tauldr are: Discrete Diffusion Models.
Open-source alternatives to andrew-cr/tauldr include: ml-gsai/llada — LLaDA is a masked diffusion language model and conditional text generator. It generates text by iteratively refining… google-research/pix2seq — This is the official implementation of Pix2Seq in Tensorflow 2 with efficient TPUs/GPUs support. The original Pix2Seq… kuleshov-group/mdlm — By Subham Sekhar Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T Chiu, Alexander Rush,… liusulin/ddpd — Code repository for the paper Think While You Generate: Discrete Diffusion with Planned Denoising, by Sulin Liu, Juno… louaaron/score-entropy-discrete-diffusion — This repo contains a PyTorch implementation for the paper Discrete Diffusion Modeling by Estimating the Ratios of the… ml-gsai/radd — This repo contains an official PyTorch implementation for the paper Your Absorbing Discrete Diffusion Secretly Models…