model-pruning
Here are 28 public repositories matching this topic...
Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression
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Jul 19, 2023 - Python
The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"
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Sep 8, 2023 - Jupyter Notebook
Cut models not trees 🌳
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Jan 20, 2020 - Jupyter Notebook
A case study on understanding the effects of Pruning on model's Performance, Size and Accuracy.
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Nov 8, 2020 - Jupyter Notebook
An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov
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Feb 7, 2024 - Jupyter Notebook
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
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Jun 20, 2021 - Jupyter Notebook
Denoising Diffusion Step-aware Models (ICLR2024)
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Feb 6, 2024 - Python
Model-pruning
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Oct 25, 2020 - Jupyter Notebook
OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.
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May 10, 2024 - Python
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
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Jul 28, 2021 - Python
Model Pruning TensorFlow's Object Detection API
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May 27, 2020
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
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Apr 29, 2024 - Jupyter Notebook
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Jun 29, 2020 - Python
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May 31, 2018 - Python
Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research
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Dec 19, 2019 - Python
Structural Pruning for LLaMA
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May 20, 2023 - Python
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Apr 6, 2021 - Python
3rd place solution for NeurIPS 2019 MicroNet challenge
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Nov 8, 2019 - Python
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