code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"
☆34Feb 19, 2025Updated last year
Alternatives and similar repositories for MELoRA
Users that are interested in MELoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- ☆36Aug 23, 2023Updated 2 years ago
- This repository provides a comprehensive library for parallel training and LoRA algorithm implementations, supporting multiple parallel s…☆62Mar 25, 2026Updated 2 months ago
- ☆126Jul 6, 2024Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆86Mar 5, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆22Mar 7, 2024Updated 2 years ago
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago
- Official Implementation of "Simulating Environments with Reasoning Models for Agent Training"☆65Feb 18, 2026Updated 3 months ago
- Keywords and phrases that can be used for identifying mental-health-related conversation on Twitter☆12Jun 18, 2020Updated 5 years ago
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated last year
- ICLR 2025☆30May 21, 2025Updated last year
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆12Jul 1, 2023Updated 2 years ago
- ☆31Mar 23, 2024Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆13Mar 24, 2024Updated 2 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 3 months ago
- Companion code to https://arxiv.org/abs/2402.15491☆22Sep 18, 2025Updated 8 months ago
- ☆15Apr 25, 2025Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆122Apr 28, 2024Updated 2 years ago
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆28Apr 9, 2024Updated 2 years ago
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆15Jun 26, 2025Updated 11 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆53Oct 20, 2025Updated 7 months ago
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GBDT结合LR的二分类模型，封装成了一个类。scikit-learn风格，可以fit和predict。有run_demo☆11Sep 5, 2019Updated 6 years ago
- A mini-app to solve the heat conduction equation☆15Jul 1, 2020Updated 5 years ago
- Code for paper: A Neural Span-Based Continual Named Entity Recognition Model☆18Dec 11, 2023Updated 2 years ago
- ☆233Jun 24, 2024Updated last year
- ☆17Apr 29, 2025Updated last year
- Code for our ICML 2021 paper titled "A Sampling-Based Method for Tensor Ring Decomposition"☆11Mar 19, 2024Updated 2 years ago
- [COLM 2025] LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation☆172Jul 8, 2025Updated 11 months ago
- ☆44Jul 22, 2024Updated last year
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆57Aug 2, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Sep 9, 2024Updated last year
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Mar 2, 2025Updated last year
- ☆219Nov 25, 2025Updated 6 months ago
- ☆14Feb 12, 2024Updated 2 years ago
- [NeurIPS 2024] Efficiency for Free: Ideal Data Are Transportable Representations☆19Jan 19, 2025Updated last year
- ☆19Nov 30, 2024Updated last year
- [NAACL 2025] MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning☆20May 31, 2025Updated last year