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".☆24Mar 16, 2025Updated last year
- ☆34Aug 23, 2023Updated 2 years ago
- This repository provides a comprehensive library for parallel training and LoRA algorithm implementations, supporting multiple parallel s…☆57Jan 6, 2026Updated 2 months ago
- ☆126Jul 6, 2024Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆85Mar 5, 2024Updated 2 years ago
- 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.
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆22Mar 7, 2024Updated 2 years ago
- Official Implementation of "Simulating Environments with Reasoning Models for Agent Training"☆60Feb 18, 2026Updated last month
- Keywords and phrases that can be used for identifying mental-health-related conversation on Twitter☆12Jun 18, 2020Updated 5 years ago
- 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
- 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
- Companion code to https://arxiv.org/abs/2402.15491☆22Sep 18, 2025Updated 6 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated last month
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆12Oct 10, 2021Updated 4 years ago
- All of my Deep Learning experiments have been summarized in this repository.It includes Pytorch tutorials, SoTA Neural Network classifica…☆10Oct 26, 2020Updated 5 years ago
- ☆14Apr 25, 2025Updated 11 months ago
- 主题：计算认知科学(Computational Cognitive Science)。此仓库诞生背景为IA003结业BP，仍处于萌芽期，内容设置有待转正。下一次大规模更新估计在三四年之后。☆17May 22, 2019Updated 6 years ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Apr 28, 2024Updated last year
- ☆16Apr 7, 2024Updated last year
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆28Apr 9, 2024Updated last year
- Text Summarization in Pytorch The aim of this project is to build a text summarizer that summarize Amazon Reviews.☆10Jun 7, 2018Updated 7 years ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆49Oct 20, 2025Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆14Jun 26, 2025Updated 8 months ago
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- Fine grained Empathy Direction Detection☆16Dec 11, 2020Updated 5 years ago
- 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
- [CVPR 2024] Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal☆19Jun 6, 2024Updated last year
- A mini-app to solve the heat conduction equation☆15Jul 1, 2020Updated 5 years ago
- ☆233Jun 24, 2024Updated last year
- [COLM 2025] LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation☆172Jul 8, 2025Updated 8 months ago
- ☆15Apr 29, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Sep 9, 2024Updated last year
- B站视频课程配套资料☆40Jun 12, 2023Updated 2 years ago
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Mar 2, 2025Updated last year
- ☆11May 18, 2023Updated 2 years ago
- ☆218Nov 25, 2025Updated 4 months ago
- ☆14Feb 12, 2024Updated 2 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year