madaan / minimal-text-diffusionLinks
A minimal implementation of diffusion models for text generation
☆384Updated 2 years ago
Alternatives and similar repositories for minimal-text-diffusion
Users that are interested in minimal-text-diffusion are comparing it to the libraries listed below
Sorting:
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".☆146Updated this week
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆601Updated last year
- ☆136Updated last year
- [ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models☆795Updated last year
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆38Updated 2 years ago
- Reparameterized Discrete Diffusion Models for Text Generation☆100Updated 2 years ago
- Diffusion-LM☆1,163Updated 11 months ago
- [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model☆447Updated last month
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆312Updated last year
- ☆103Updated 2 years ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆214Updated 10 months ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆71Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆536Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated 10 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆345Updated last year
- A simple implimentation of Bayesian Flow Networks (BFN)☆240Updated last year
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆54Updated last year
- Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.☆51Updated 3 months ago
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆645Updated 6 months ago
- Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"☆248Updated 6 months ago
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆466Updated 2 years ago
- A curated list for awesome discrete diffusion models resources.☆397Updated last month
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆410Updated 6 months ago
- Sequence modeling with Mega.☆296Updated 2 years ago
- ☆256Updated last month
- ☆183Updated last year
- ☆273Updated last year
- Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch☆350Updated last year
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆634Updated 2 years ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆178Updated last year