A Unified Library for Parameter-Efficient and Modular Transfer Learning
☆2,804Mar 21, 2026Updated this week
Alternatives and similar repositories for adapters
Users that are interested in adapters are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆543Mar 24, 2022Updated 3 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Updated this week
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,041Sep 19, 2024Updated last year
- ARCHIVED. Please use https://docs.adapterhub.ml/huggingface_hub.html || 🔌 A central repository collecting pre-trained adapter modules☆69May 26, 2024Updated last year
- State-of-the-Art Text Embeddings☆18,427Mar 12, 2026Updated last week
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆961Apr 26, 2024Updated last year
- ☆506Oct 25, 2023Updated 2 years ago
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,190Sep 30, 2025Updated 5 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,931Mar 14, 2024Updated 2 years ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- Data augmentation for NLP☆4,652Jun 24, 2024Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆3,007Oct 23, 2023Updated 2 years ago
- Train transformer language models with reinforcement learning.☆17,697Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,563Mar 17, 2026Updated last week
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- A modular RL library to fine-tune language models to human preferences☆2,382Mar 1, 2024Updated 2 years ago
- An Open-Source Framework for Prompt-Learning.☆4,843Jul 16, 2024Updated last year
- Library for Knowledge Intensive Language Tasks☆970Mar 31, 2022Updated 3 years ago
- jiant is an nlp toolkit☆1,674Jul 6, 2023Updated 2 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,742Jan 8, 2024Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,535Sep 8, 2025Updated 6 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,052Updated this week
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,297Jul 17, 2023Updated 2 years ago
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,235Aug 25, 2025Updated 6 months ago
- Efficient few-shot learning with Sentence Transformers☆2,699Dec 11, 2025Updated 3 months ago
- BertViz: Visualize Attention in Transformer Models☆7,954Jan 8, 2026Updated 2 months ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.☆1,153Feb 20, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆11,802Updated this week
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆456Sep 6, 2023Updated 2 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,494Jan 14, 2026Updated 2 months ago
- ☆131Aug 18, 2022Updated 3 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,351Dec 17, 2024Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,229Mar 10, 2024Updated 2 years ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,379Jul 10, 2025Updated 8 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,040Updated this week
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆729Aug 29, 2022Updated 3 years ago
- Longformer: The Long-Document Transformer☆2,189Feb 8, 2023Updated 3 years ago
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning☆202May 4, 2024Updated last year