amazon-science / masked-diffusion-lm
Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"
☆56Updated last year
Alternatives and similar repositories for masked-diffusion-lm:
Users that are interested in masked-diffusion-lm are comparing it to the libraries listed below
- Reparameterized Discrete Diffusion Models for Text Generation☆98Updated 2 years ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆50Updated 10 months ago
- ☆33Updated last year
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆54Updated 11 months ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆69Updated 2 years ago
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆94Updated last year
- ☆25Updated last year
- ☆129Updated last year
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆76Updated last year
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆54Updated 2 years ago
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆65Updated 2 years ago
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆37Updated 2 years ago
- Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.☆40Updated 3 weeks ago
- A simple DIffusion LM approach.☆24Updated last year
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆27Updated last year
- ☆95Updated last year
- Unofficial PyTorch implementation of "Step-unrolled Denoising Autoencoders for Text Generation"☆24Updated 2 years ago
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆37Updated 6 months ago
- Source code of LatentOps☆78Updated last year
- Official code implementation for the work Preference Alignment with Flow Matching (NeurIPS 2024)☆48Updated 5 months ago
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data"☆37Updated last month
- Structured Denoising Diffusion Models in Discrete State-Spaces☆14Updated 2 years ago
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆36Updated 2 years ago
- A replication of Diffusion-LM Improves Controllable Text Generation☆17Updated 2 years ago
- [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)☆34Updated last year
- ☆22Updated 8 months ago
- [Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation☆35Updated last year
- This repository contains the data and code for the paper "Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Pr…☆25Updated 2 years ago
- Implementation of Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer in PyTorch.☆51Updated last year
- Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback☆27Updated last year