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GitHub topics: memory-efficient-tuning

Paranioar/Awesome_Matching_Pretraining_Transfering

The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.

Size: 369 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 423 - Forks: 48

BorealisAI/flora-opt

This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.

Language: Python - Size: 672 KB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 103 - Forks: 5

misonsky/HiFT

memory-efficient fine-tuning; support 24G GPU memory fine-tuning 7B

Language: Python - Size: 41.3 MB - Last synced at: 1 day ago - Pushed at: 12 months ago - Stars: 20 - Forks: 2

Paranioar/SHERL

[ECCV2024] The code of "SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning"

Size: 8.79 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

Paranioar/UniPT

[CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"

Language: Python - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 49 - Forks: 0