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一次训练获得任意rank的LoRA！让大模型微调省爆显存！【大模型微调】【PEFT】

一次训练获得任意rank的LoRA！让大模型微调省爆显存！【大模型微调】【PEFT】

已浏览 18 次3 天之前

bilibili熊二等兵

What is LoRA (Low-Rank Adaption)? | IBM

What is LoRA (Low-Rank Adaption)? | IBM

2025年1月28日

LoRA: Low-Rank Adaptation of Large Language Models

LoRA: Low-Rank Adaptation of Large Language Models

2021年7月8日

LoRA Low-Rank Adaptation of Large Language Models（Microsoft 2021）

LoRA Low-Rank Adaptation of Large Language Models（Microsoft 2021）

已浏览 3101 次2023年6月3日

bilibilimardinff

[论文速览]LoRA: Low-Rank Adaptation of Large Language Models[2106.09685]

[论文速览]LoRA: Low-Rank Adaptation of Large Language Models[2106.09685]

已浏览 1.4万次2023年6月22日

bilibili秋刀鱼的炼丹工坊

Low-Rank Approximation and Regression in Input Sparsity Time | Journal of the ACM

Low-Rank Approximation and Regression in Input Sparsity Time | Journal of the ACM

2020年1月16日

Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture | ACM Transactions on Design Automation of Electronic Systems

Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture | ACM Transactions on Design Automation of Electronic Systems

Low Rank Learning for Offline Query Optimization | Proceedings of the ACM on Management of Data

11 个月之前

Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training | Proceedings of the ACM Web Conference 2024

2024年5月13日

Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation | Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

2021年7月17日

MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation | Proceedings of the 33rd ACM International Conference on Information and Knowledge Management

GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning | Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1

SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation | Proceedings of the 34th ACM International Conference on Information and Knowledge Management

【大模型微调】第18课：LORA关键参数详解：Rank值与训练质量的关系

已浏览 1 次2 天之前

bilibili云栖智联

LoRA是什么？| 5分钟讲清楚LoRA的工作原理

什么是 LoRA（低秩适应）？| IBM

2025年1月28日

Low Rank Multi-Dictionary Selection at Scale | Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

2024年8月24日

Meeting the real-time challenges of ground-based telescopes using low-rank matrix computations | Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis

2021年10月23日

[快速研读] LoRA: Low-Rank Adaptation of Large Language Models

已浏览 445 次7 个月之前

bilibilixgsun1998

FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling | Companion Proceedings of the ACM Web Conference 2024

2024年5月12日

What is Low-Rank Adaptation (LoRA) | explained by the inventor

已浏览 133 次2024年3月8日

bilibiliSenior_Mediocre

Multi-task feature learning via efficient l2, 1-norm minimization | Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

【AI论文精读】爆火的stable-diffusion微调方法lora论文逐段精读(上)

已浏览 4.1万次2023年4月5日

bilibiliRayman小何同学

【CAA云讲座】西南大学王建军教授：1-比特低管秩张量鲁棒恢复的模型、理论与算法

已浏览 801 次2021年4月14日

bilibili中国自动化学会

Lecture 14: Low Rank Changes in A and Its Inverse | Matrix Methods in Data Analysis, Signal Processing, and Machine Learning | Mathematics | MIT OpenCourseWare

2022年4月1日

Fast and Stable Randomized Low-rank Matrix Approximation

已浏览 136 次2023年2月12日

bilibiligorfmai

More than two dozen 'low risk' air passengers being contacted about hantavirus

U.S. Army Ranks

2018年6月22日

Handbook of Robust Low-Rank and Sparse Matrix Decomposition | Guide books

2024年4月13日

QDLoRA: Enhanced LoRA Fine-Tuning on Quantized LLMs via Integrated Low-Rank Decomposition | Advanced Parallel Processing Technologies

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