LLM-Adapters VS VL_adapter

Compare LLM-Adapters vs VL_adapter and see what are their differences.

LLM-Adapters

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models" (by AGI-Edgerunners)
Adapters fine-tuning large-language-models parameter-efficient
Source Code
arxiv.org
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VL_adapter

PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022) (by ylsung)
vision-and-language Adapters Transformers prompt-tuning Pytorch vl-adapter
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LLM-Adapters VL_adapter
2 1
960 193
4.1% -
7.3 0.0
2 months ago over 1 year ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

LLM-Adapters

Posts with mentions or reviews of LLM-Adapters. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-03.

VL_adapter

Posts with mentions or reviews of VL_adapter. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-07.

What are some alternatives?

When comparing LLM-Adapters and VL_adapter you can also consider the following projects:

TencentPretrain - Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

discus - A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

MMD-GAN - Training MMD GANs.

custom-diffusion - Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

VLDet - [ICLR 2023] PyTorch implementation of VLDet （https://arxiv.org/abs/2211.14843）

hierarchical-domain-adaptation - Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.

torch-adapters - Small Library of PyTorch Adaptation modules

AGIEval

adapters - A Unified Library for Parameter-Efficient and Modular Transfer Learning

LLM-Finetuning-Hub - Toolkit for fine-tuning, ablating and unit-testing open-source LLMs. [Moved to: https://github.com/georgian-io/LLM-Finetuning-Toolkit]

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

LLM-Adapters vs TencentPretrain VL_adapter vs LoRA LLM-Adapters vs discus VL_adapter vs MMD-GAN LLM-Adapters vs custom-diffusion VL_adapter vs VLDet LLM-Adapters vs hierarchical-domain-adaptation VL_adapter vs torch-adapters LLM-Adapters vs AGIEval LLM-Adapters vs adapters LLM-Adapters vs LLM-Finetuning-Hub LLM-Adapters vs trankit