在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
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Sep 26, 2022 - Python
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model-pruning
Here are 36 public repositories matching this topic...
A PyTorch-based model pruning toolkit for pre-trained language models
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Aug 31, 2023 - Python
[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim
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Feb 22, 2025 - Python
Deep learning using tensorflow
tensorflow deepdream unsupervised-learning neural-style context-encoder model-pruning cppn neural-art
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Aug 13, 2018 - Python
An Open Source Deep Learning Inference Engine Based on FPGA
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Jan 29, 2021 - Python
Programmable Neural Network Compression
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May 26, 2022 - Python
Model compression for ONNX
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Nov 18, 2024 - Python
Denoising Diffusion Step-aware Models (ICLR2024)
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Feb 6, 2024 - Python
Structural Pruning for LLaMA
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May 20, 2023 - Python
A ready-to-use notebook!
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Jun 5, 2025 - C++
3rd place solution for NeurIPS 2019 MicroNet challenge
competition quantization mixnet model-pruning model-compression neurips-2019 micronet-challenge unstructured-pruning quantization-aware-training
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Nov 8, 2019 - Python
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
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Apr 6, 2021 - Python
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
model-pruning natural-language-understanding multi-task-learning model-compression generalization lottery-tickets lottery-ticket-hypothesis pre-trained-language-models bert-fine-tuning acl2021
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Jul 28, 2021 - Python
Yolov8-pruning based on constraint of BN layer gamma values.
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Dec 31, 2024 - Python
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Jun 29, 2020 - Python
This project provides tools to load and prune large language models using a structured pruning method.
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Dec 2, 2024 - Python
Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.
python transformers fairness model-pruning bias-detection structured-pruning bias-mitigation activation-analysis large-language-models llm
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Jun 14, 2025 - Python
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