AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)
☆50Mar 17, 2024Updated 2 years ago
Alternatives and similar repositories for autopeft
Users that are interested in autopeft are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- code for paper Sparse Structure Search for Delta Tuning☆11Oct 16, 2022Updated 4 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆39Nov 4, 2023Updated 2 years ago
- Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning (Zhou et al.; EMNLP 2023 Findings)☆17Feb 17, 2024Updated 2 years ago
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning☆204May 4, 2024Updated 2 years ago
- This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.1…☆139Aug 14, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Jul 1, 2023Updated 3 years ago
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners (EMNLP 2024 Oral)☆15Jun 14, 2025Updated last year
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 3 years ago
- ☆11Nov 13, 2024Updated last year
- ☆13Dec 2, 2021Updated 4 years ago
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆33Jun 2, 2023Updated 3 years ago
- [EMNLP 2023] Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge☆14Jan 5, 2024Updated 2 years ago
- Code for the paper "Abstractive Summarization Guided by Latent Hierarchical Document Structure"☆13May 20, 2023Updated 3 years ago
- ☆22Jul 5, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The official repository for Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapte…☆17Jan 15, 2024Updated 2 years ago
- Code for paper "UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning", ACL 2022☆64Mar 23, 2022Updated 4 years ago
- Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.☆283Jun 27, 2023Updated 3 years ago
- ☆22Jun 11, 2024Updated 2 years ago
- ☆35Mar 2, 2023Updated 3 years ago
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Oct 18, 2022Updated 4 years ago
- ☆19May 7, 2026Updated 5 months ago
- ☆131Aug 18, 2022Updated 4 years ago
- ☆33Sep 29, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆26May 30, 2023Updated 3 years ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 4 years ago
- ☆54May 8, 2023Updated 3 years ago
- Official implementation for "Parameter-Efficient Fine-Tuning Design Spaces"☆27Jan 4, 2023Updated 3 years ago
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆242Jan 20, 2023Updated 3 years ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆57Apr 23, 2023Updated 3 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 3 years ago
- This repository contains the implementation of the paper "MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models".☆27May 28, 2025Updated last year
- Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift (ICCV 2021)☆20Nov 28, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆412Sep 26, 2024Updated 2 years ago
- ☆26Nov 23, 2023Updated 2 years ago
- [ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)☆23Dec 27, 2021Updated 4 years ago
- Materials for "Natural Language Processing for Multilingual Task-Oriented Dialogue" Tutorial at ACL 2022☆14May 21, 2022Updated 4 years ago
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆40May 28, 2024Updated 2 years ago
- Towards a Unified View on Visual Parameter-Efficient Transfer Learning☆26Oct 13, 2022Updated 4 years ago
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,236Mar 10, 2024Updated 2 years ago