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memory-efficient-learning

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VITA-Group /Q-GaLore

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

quantization low-rank large-language-models memory-efficient-learning

UpdatedJul 17, 2024
Python

Paranioar /UniPT

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

transfer-learning cross-modal parameter-efficient-learning parameter-efficient-tuning memory-efficient-tuning memory-efficient-learning parameter-efficient-fine-tuning

UpdatedOct 15, 2024
Python

Paranioar /SHERL

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

transfer-learning cross-modal parameter-efficient-learning parameter-efficient-tuning memory-efficient-tuning memory-efficient-learning parameter-efficient-fine-tuning

UpdatedOct 15, 2024
Python

mikhailbahdashych /memory-efficient-transformer-training-techniques

The goal of this assignment is to compare several modern memory-optimization techniques used during Transformer training.

transformer memory-efficiency training-techniques memory-efficient-learning

UpdatedDec 9, 2025
Python

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