Python Adapters

Open-source Python projects categorized as Adapters
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Topics: Pytorch NLP Transformers Bert Natural Language Processing
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Top 5 Python Adapter Projects

  • LLM-Adapters

    Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

    • Project mention: Google DeepMind CEO Says Some Form of AGI Possible in a Few Years | /r/singularity | 2023-05-03

    That is not true, you can for example use an additional adapter to optimize, that takes 50$ and a 1 hour. https://github.com/AGI-Edgerunners/LLM-Adapters

  • trankit

    Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

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  • VL_adapter

    PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)

  • hierarchical-domain-adaptation

    Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.

  • torch-adapters

    Small Library of PyTorch Adaptation modules

    • Project mention: Torch parameter efficient fine-tuning library | /r/deeplearning | 2023-06-11

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Adapters related posts

  • Google DeepMind CEO Says Some Form of AGI Possible in a Few Years

    2 projects | /r/singularity | 3 May 2023

  • [D] NLP question: does fine-tuning train input embedding?

    1 project | /r/MachineLearning | 7 Aug 2022

  • [P] AdapterHub v2: Lightweight Transfer Learning with Transformers and Adapters

    2 projects | /r/MachineLearning | 30 Apr 2021

  • Our new state-of-the-art multilingual NLP Toolkit - Trankit has been released

    1 project | /r/LanguageTechnology | 13 Jan 2021

Index

What are some of the best open-source Adapter projects in Python? This list will help you:

Project Stars
1 LLM-Adapters 942
2 trankit 707
3 VL_adapter 193
4 hierarchical-domain-adaptation 32
5 torch-adapters 9

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