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This repository contains the official implementation of paper DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises (TACL & ACL2024 Oral).
Boyuan Chen 1 , Diego Martí Monsó 2 , Yilun Du 1 , Max Simchowitz 1 , Russ Tedrake 1 , Vincent Sitzmann 1 1 MIT 2 Technical University of Munich
Continuous Latent Diffusion Language Model — a hierarchical latent-space text diffusion model with a block-causal DiT prior over a Text VAE.
This is the official implementation of the paper: A Cheaper and Better Diffusion Language Model with Soft-Masked Noise.
The main features of amazon-science/masked-diffusion-lm are: Continuous Diffusion Models, Custom Noise Processes.
Open-source alternatives to amazon-science/masked-diffusion-lm include: yegcjs/dinoiser — This repository contains the official implementation of paper DINOISER: Diffused Conditional Sequence Learning by… buoyancy99/diffusion-forcing — Boyuan Chen 1 , Diego Martí Monsó 2 , Yilun Du 1 , Max Simchowitz 1 , Russ Tedrake 1 , Vincent Sitzmann 1 1 MIT 2… bytedance-seed/cola-dlm — Continuous Latent Diffusion Language Model — a hierarchical latent-space text diffusion model with a block-causal DiT… david3684/flm — Flow Map Language Models: One-step Language Modeling via Continuous Denoising. guangyliu/latentops — Source code of paper: Composable Text Controls in Latent Space with ODEs. ashaba1in/smoothie — Paper: https://arxiv.org/pdf/2505.18853.
