hierarchical-domain-adaptation
Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper. (by alexandra-chron)
VL_adapter
PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022) (by ylsung)
| hierarchical-domain-adaptation | VL_adapter | |
|---|---|---|
| 1 | 1 | |
| 32 | 193 | |
| - | - | |
| 3.0 | 0.0 | |
| 8 months ago | over 1 year ago | |
| Python | Python | |
| - | 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.
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.
hierarchical-domain-adaptation
Posts with mentions or reviews of hierarchical-domain-adaptation.
We have used some of these posts to build our list of alternatives
and similar projects.
-
AI2 Introduces Efficient Hierarchical Domain Adaptation for Pretrained Language Models
Github: https://github.com/alexandra-chron/hierarchical-domain-adaptation
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.
-
[P] Using LoRA to efficiently fine-tune diffusion models. Output model less than 4MB, two times faster to train, with better performance. (Again, with Stable Diffusion)
Found relevant code at https://github.com/ylsung/VL_adapter + all code implementations here
What are some alternatives?
When comparing hierarchical-domain-adaptation and VL_adapter you can also consider the following projects:
pytorch-adapt - Domain adaptation made easy. Fully featured, modular, and customizable.
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
MMD-GAN - Training MMD GANs.
LLM-Adapters - Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
VLDet - [ICLR 2023] PyTorch implementation of VLDet （https://arxiv.org/abs/2211.14843）
torch-adapters - Small Library of PyTorch Adaptation modules