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bytedance avatar

bytedance/dplm

0
View on GitHub↗
339 stars·49 forks·Python·Apache-2.0·13 viewsbytedance.github.io/dplm↗

Dplm

This repository contains the official implementation of training and inference as well as the pre-trained weights for the Family of Diffusion Protein Language Models (DPLM), including: - DPLM from ICML'24 paper "Diffusion Language Models Are Versatile Protein Learners", which introduces…

Features

  • Applications - Multimodal protein language model for design and generation.
  • Applied Diffusion Models - Learns protein representations using diffusion language models.

Star history

Star history chart for bytedance/dplmStar history chart for bytedance/dplm

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Frequently asked questions

What does bytedance/dplm do?

This repository contains the official implementation of training and inference as well as the pre-trained weights for the Family of Diffusion Protein Language Models (DPLM), including: - DPLM from ICML'24 paper "Diffusion Language Models Are Versatile Protein Learners", which introduces…

What are the main features of bytedance/dplm?

The main features of bytedance/dplm are: Applications, Applied Diffusion Models.

Which projects share features with bytedance/dplm?

Projects with overlapping indexed features include: chenyuwang-monica/drakes — The repository contains the code for the DRAKES method presented in the paper: Fine-Tuning Discrete Diffusion Models… apple/ml-planner — PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model. bansky-cl/diffuspoll — This repository provides the official implementation of the following paper:. bytedance/difflm — This repository contains the code and models for our paper DiffLM: Controllable Synthetic Data Generation via… apple/ml-diffucoder — This software project accompanies the research paper, DiffuCoder: Understanding and Improving Masked Diffusion Models… amayama/xdlm.

Projects sharing features with Dplm

These projects share indexed features with Dplm. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • chenyuwang-monica/drakesChenyuWang-Monica avatar

    ChenyuWang-Monica/DRAKES

    72View on GitHub↗

    The repository contains the code for the DRAKES method presented in the paper: Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein design (ICLR 2025). DRAKES is a fine-tuning method for reward optimization or alignment in discrete diffusion models,…

    Python
    View on GitHub↗72
  • apple/ml-plannerapple avatar

    apple/ml-planner

    60View on GitHub↗

    PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model

    Python
    View on GitHub↗60
  • bansky-cl/diffuspollbansky-cl avatar

    bansky-cl/DiffusPoll

    3View on GitHub↗

    This repository provides the official implementation of the following paper:

    Python
    View on GitHub↗3
  • apple/ml-diffucoderapple avatar

    apple/ml-diffucoder

    825View on GitHub↗

    This software project accompanies the research paper, DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation.

    Python
    View on GitHub↗825
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