Popular GitHub Repositories for Adapters

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

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

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

Research code for "What to Pre-Train on? Efficient Intermediate Task Selection", EMNLP 2021

X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization, CVPR 2024

This repositary hosts my experiments for the project, I did with OffNote Labs.

Small Library of PyTorch Adaptation modules

Systems submitted to IWSLT 2022 by the MT-UPC group.

Soft-Transformers For Continual Learning

A fine-tuned LLM to solve homework questions ranging from maths to science and social science.

This project demonstrates the process of fine-tuning the Qwen2.5-3B-Instruct model using GRPO (Generalized Reward Policy Optimization) on the GSM8K dataset.

Flextuning, WACV 2020

This project is an implementation of the paper: Parameter-Efficient Transfer Learning for NLP, Houlsby [Google], ICML 2019.