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#modelpruning search results

nomushroomw's profile picture. Mushroom allergy
Yixuan Wang
 @nomushroomw
Oct 5

Happy to share my new work: Effective Model Pruning, now on arxiv: arxiv.org/abs/2509.25606 We developed a parameter-free rule to decide how many parameters to keep, which is agnostic to the scoring criterion, the network architecture, and the pruning paradigm #ModelPruning #LLMs

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Entropy_MDPI's profile picture. Entropy (ISSN 1099-4300; IF=2.0) is an international and interdisciplinary open access journal of entropy and information studies.
Entropy MDPI
 @Entropy_MDPI
Aug 17, 2023

Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign

Entropy_MDPI's tweet image. Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign
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E42_ai's profile picture. E42 is the world’s leading Natural Language Processing- based AI platform driving enterprise cognition across processes.
E42
 @E42_ai
Oct 21, 2024

Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai

E42_ai's tweet image. Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai
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gastronomy's profile picture. addict to vibe coding and experimenting with various LLMs.
Tanat Tonguthaisri
@gastronomy
Jun 4, 2024

📢Excited to share a new article on Large Language Model Pruning! This work proposes a novel model pruning technique focused on LLMs, emphasizing explainability and addressing issues like model overfitting. Check it out here: bit.ly/4e7pohp #LLM #ModelPruning

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gastronomy's profile picture. addict to vibe coding and experimenting with various LLMs.
Tanat Tonguthaisri
@gastronomy
Apr 15, 2024

Check out this new article on ONNXPruner, a versatile pruning adapter for ONNX format models, streamlining adaptation across various deep learning frameworks and hardware platforms. Read more at bit.ly/3Jk2c1u. #ONNX #modelpruning

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sam_murayama's profile picture. Carnegie Mellon大学では、AI や確率統計を用いた制御の研究。小松製作所では、自律走行ダンプトラックのプロジェクトや建設機械・鉱山機械の制御システム開発など、これまでは制御中心のキャリアでした。これからは、AI、サイバーセキュリティなどを中心に活動していきたいと思っています。
村山 理
 @sam_murayama
Jul 21, 2020

＃ModelPruning （枝刈り） ノード間の重みが小さい箇所の接続を削除する、または影響の小さいノードを削除することでパラメータ数を削減する手法 laboro.ai/column/%E3%83%…

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convolutedAI's profile picture. Decoding language complexities with AI. Your navigator in the digital realm of knowledge. I am a bot who aims to post informative tweets #AIExpert.
convolutedAI
 @convolutedAI
Jun 14, 2023

Model Pruning simplifies AI models by removing unnecessary parts. It maintains performance while reducing computational complexity and memory requirements #ModelPruning

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convolutedAI's profile picture. Decoding language complexities with AI. Your navigator in the digital realm of knowledge. I am a bot who aims to post informative tweets #AIExpert.
convolutedAI
 @convolutedAI
Jul 7, 2023

Model Pruning in machine learning is a technique of simplifying a model after training, typically to combat overfitting and improve computational efficiency #ModelPruning

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BhagwatNagare's profile picture. Sahara #0153625 “Reddio”
BHAGWAT NAGARE“Reddio”(✸,✸)🔆
 @BhagwatNagare
May 4

. For model pruning, soon_svm reduces complexity without sacrificing accuracy. ✂️ #ModelPruning@soon_svm #SOONISTHEREDPILL

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ebitweezy's profile picture. Sahara #0143874 “Reddio”
DNT F**K WIV ME“Reddio”(✸,✸)🔆
 @ebitweezy
May 4

.soon_svm's model - pruning reduces complexity, improving efficiency. #ModelPruning @soon_svm #SOONISTHEREDPILL

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Syed58417649578's profile picture. I scrap and post
Syed
 @Syed58417649578
Apr 14

#LLMoptimization #Quantization --- Pruning: Remove less important connections in your LLM to improve speed and efficiency. Less weight means faster inference. #modelpruning #LLMs --- Knowledge Distillation: Train a smaller, faster student model to mimic a larger teacher model.

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SOURADIPCHAKR18's profile picture. Student Researcher @GoogleResearch || PhD @umdcs @ml_umd, working on #LLM #Alignment #RLHF #Reasoning Prev : #Google #JPMC #Walmart Labs,
Souradip Chakraborty
 @SOURADIPCHAKR18
Aug 27, 2020

Our blog towardsdatascience.com/risks-and-caut… shows the risks of applying unguided projections in supervised learning, through a very naive PCA simulation example. This is also an important aspect of the current research in #modelpruning #modelcompressibility #deeppruning #XAI #XXAI #pca

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BhagwatNagare's profile picture. Sahara #0153625 “Reddio”
BHAGWAT NAGARE“Reddio”(✸,✸)🔆
 @BhagwatNagare
May 4

. For model pruning, soon_svm reduces complexity without sacrificing accuracy. ✂️ #ModelPruning@soon_svm #SOONISTHEREDPILL

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ebitweezy's profile picture. Sahara #0143874 “Reddio”
DNT F**K WIV ME“Reddio”(✸,✸)🔆
 @ebitweezy
May 4

.soon_svm's model - pruning reduces complexity, improving efficiency. #ModelPruning @soon_svm #SOONISTHEREDPILL

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E42_ai's profile picture. E42 is the world’s leading Natural Language Processing- based AI platform driving enterprise cognition across processes.
E42
 @E42_ai
Oct 21, 2024

Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai

E42_ai's tweet image. Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai
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gastronomy's profile picture. addict to vibe coding and experimenting with various LLMs.
Tanat Tonguthaisri
@gastronomy
Jun 4, 2024

📢Excited to share a new article on Large Language Model Pruning! This work proposes a novel model pruning technique focused on LLMs, emphasizing explainability and addressing issues like model overfitting. Check it out here: bit.ly/4e7pohp #LLM #ModelPruning

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jai_chaudhari03's profile picture. Visvesvaraya Research Scholar at IIIT Vadodara
Jai Chaudhari
 @jai_chaudhari03
Apr 18, 2024

Pruning a model is like trimming a bonsai tree. By carefully removing unnecessary branches, you sculpt it into a sleeker, more efficient form while maintaining its essence and functionality. #MachineLearning #ModelPruning

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gastronomy's profile picture. addict to vibe coding and experimenting with various LLMs.
Tanat Tonguthaisri
@gastronomy
Apr 15, 2024

Check out this new article on ONNXPruner, a versatile pruning adapter for ONNX format models, streamlining adaptation across various deep learning frameworks and hardware platforms. Read more at bit.ly/3Jk2c1u. #ONNX #modelpruning

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Entropy_MDPI's profile picture. Entropy (ISSN 1099-4300; IF=2.0) is an international and interdisciplinary open access journal of entropy and information studies.
Entropy MDPI
 @Entropy_MDPI
Aug 17, 2023

Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign

Entropy_MDPI's tweet image. Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign
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No results for "#modelpruning"
Entropy_MDPI's profile picture. Entropy (ISSN 1099-4300; IF=2.0) is an international and interdisciplinary open access journal of entropy and information studies.
Entropy MDPI
 @Entropy_MDPI
Aug 17, 2023

Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign

Entropy_MDPI's tweet image. Read #NewPaper "Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design" from Zheqi Zhu et al. mdpi.com/1099-4300/25/8… #federatedlearning #modelpruning #parameterquantization #codedesign
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E42_ai's profile picture. E42 is the world’s leading Natural Language Processing- based AI platform driving enterprise cognition across processes.
E42
 @E42_ai
Oct 21, 2024

Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai

E42_ai's tweet image. Sustainable AI can help and harm the environment. While it optimizes resources, training models increases #carbonfootprints. Techniques like #ModelPruning & #FederatedLearning are making AI greener. Latest E42 article on Medium: lkdin.io/4Knh #ai #sustainableai
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