Popular GitHub Repositories for Adapters

Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts

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

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

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

A library for easily merging multiple LLM experts, and efficiently train the merged LLM.

An Efficient "Factory" to Build Multiple LoRA Adapters

Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

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

This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.

Transform your simple scribbles into architectural designs using style transfer with Stable Diffusion, LCM, IP Adapters and ControlNet. Scribble Architect combines creativity with generative AI technology, improving the inspiration process.

This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"

Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters

This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters".

Preprint: Asymmetry in Low-Rank Adapters of Foundation Models

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

RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair http://arxiv.org/pdf/2312.15698

This repository benchmark Ntropy API against different Large Language Models (OpenAI ChatGPT and LLAMA finetuned models). It also contains an easy to use wrapper to enable using the LLMs to perform transaction enrichment. Llama adapters were open sourced and are available on huggingface hub.

Clipora is a powerful toolkit for fine-tuning OpenCLIP models using Low Rank Adapters (LoRA).