torch-adapters
Small Library of PyTorch Adaptation modules (by ma2za)
VL_adapter
PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022) (by ylsung)
| torch-adapters | VL_adapter | |
|---|---|---|
| 1 | 1 | |
| 9 | 193 | |
| - | - | |
| 6.1 | 0.0 | |
| 10 months ago | over 1 year ago | |
| Python | Python | |
| MIT License | 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.
torch-adapters
Posts with mentions or reviews of torch-adapters.
We have used some of these posts to build our list of alternatives
and similar projects.
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.
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[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 torch-adapters and VL_adapter you can also consider the following projects:
LongLoRA - Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
peft - 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
MMD-GAN - Training MMD GANs.
xTuring - Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
VLDet - [ICLR 2023] PyTorch implementation of VLDet （https://arxiv.org/abs/2211.14843）
LLM-Adapters - Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"