#sparsemodels search results

Smarter routing, not bigger models. Elegant work by Apple’s researchers — important progress in scalable AI design. 👏 #Apple #AppleAI #SparseModels #AIArchitecture


5/5 What aspects of trillion-param MoE deployment interest you most? Memory offloading strategies? Dynamic routing budgets? Hierarchical expert organization? Drop your thoughts below 👇 #MoE #LLMs #SparseModels #AIResearch


#AI & #MachineLearning need to converge well. Check out this new theory that could make this possible! 🤔 #SparseModels forbes.com/sites/johnwern…


أعلنت Neural Magic عن نموذج اللغة Sparse Llama 3.1 8B، أصغر حجماً وأكثر كفاءة من سابقه. يهدف النموذج الجديد إلى جعل تقنيات الذكاء الاصطناعي في متناول الجميع، حيث يمكن تشغيله بأجهزة أقل قوة. #AI #MachineLearning #SparseModels #NeuralMagic #Llama_3_1_8B marktechpost.com/2024/11/25/neu…

marktechpost.com

Neural Magic Releases 2:4 Sparse Llama 3.1 8B: Smaller Models for Efficient GPU Inference

Neural Magic Releases 2:4 Sparse Llama 3.1 8B: Smaller Models for Efficient GPU Inference


@Stanford H2O.ai advisors, Trevor Hastie & Rob Tibshirani, are holding a 2-day course in #MachineLearning #DeepLearning #SparseModels.


Tech terms decoded! 🛠️ Attention techies, it’s time for #TermOfTheDay. Today, we are learning about: Sparse Models! ⚡ #TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

GTechCouncil's tweet image. Tech terms decoded! 🛠️

Attention techies, it’s time for #TermOfTheDay.

Today, we are learning about: Sparse Models! ⚡

#TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

@sarahookr, @KaliTessera, and Benjamin Rosman take a broader view of training #sparsnetworks and consider the role of regularization, optimization, and architecture choices on #sparsemodels. They propose a simple experimental framework, #SameCapacitySparse vs #DenseComparison.

Tomorrow at @ml_collective DLTC reading group, @KaliTessera will be presenting our work on how initialization is only one piece of the puzzle for training sparse networks. Can taking a wider view of model design choices unlock sparse training? bit.ly/3xFtHKI

sarahookr's tweet image. Tomorrow at @ml_collective DLTC reading group, @KaliTessera will be presenting our work on how initialization is only one piece of the puzzle for training sparse networks.

Can taking a wider view of model design choices unlock sparse training?

bit.ly/3xFtHKI


Jonathan Schwarz et al. introduce #Powerpropagation, a new weight-parameterisation for #neuralnetworks that leads to inherently #sparsemodels. Exploiting the behavior of gradient descent, their method gives rise to weight updates exhibiting a "rich get richer" dynamic.

Powerpropagation: A sparsity inducing weight reparameterisation pdf: arxiv.org/pdf/2110.00296… abs: arxiv.org/abs/2110.00296 a new weight-parameterisation for neural networks that leads to inherently sparse models

_akhaliq's tweet image. Powerpropagation: A sparsity inducing weight reparameterisation
pdf: arxiv.org/pdf/2110.00296…
abs: arxiv.org/abs/2110.00296

a new weight-parameterisation for neural networks that leads to inherently sparse models


5/5 What aspects of trillion-param MoE deployment interest you most? Memory offloading strategies? Dynamic routing budgets? Hierarchical expert organization? Drop your thoughts below 👇 #MoE #LLMs #SparseModels #AIResearch


Tech terms decoded! 🛠️ Attention techies, it’s time for #TermOfTheDay. Today, we are learning about: Sparse Models! ⚡ #TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

GTechCouncil's tweet image. Tech terms decoded! 🛠️

Attention techies, it’s time for #TermOfTheDay.

Today, we are learning about: Sparse Models! ⚡

#TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

أعلنت Neural Magic عن نموذج اللغة Sparse Llama 3.1 8B، أصغر حجماً وأكثر كفاءة من سابقه. يهدف النموذج الجديد إلى جعل تقنيات الذكاء الاصطناعي في متناول الجميع، حيث يمكن تشغيله بأجهزة أقل قوة. #AI #MachineLearning #SparseModels #NeuralMagic #Llama_3_1_8B marktechpost.com/2024/11/25/neu…

marktechpost.com

Neural Magic Releases 2:4 Sparse Llama 3.1 8B: Smaller Models for Efficient GPU Inference

Neural Magic Releases 2:4 Sparse Llama 3.1 8B: Smaller Models for Efficient GPU Inference


#AI & #MachineLearning need to converge well. Check out this new theory that could make this possible! 🤔 #SparseModels forbes.com/sites/johnwern…


Jonathan Schwarz et al. introduce #Powerpropagation, a new weight-parameterisation for #neuralnetworks that leads to inherently #sparsemodels. Exploiting the behavior of gradient descent, their method gives rise to weight updates exhibiting a "rich get richer" dynamic.

Powerpropagation: A sparsity inducing weight reparameterisation pdf: arxiv.org/pdf/2110.00296… abs: arxiv.org/abs/2110.00296 a new weight-parameterisation for neural networks that leads to inherently sparse models

_akhaliq's tweet image. Powerpropagation: A sparsity inducing weight reparameterisation
pdf: arxiv.org/pdf/2110.00296…
abs: arxiv.org/abs/2110.00296

a new weight-parameterisation for neural networks that leads to inherently sparse models


@sarahookr, @KaliTessera, and Benjamin Rosman take a broader view of training #sparsnetworks and consider the role of regularization, optimization, and architecture choices on #sparsemodels. They propose a simple experimental framework, #SameCapacitySparse vs #DenseComparison.

Tomorrow at @ml_collective DLTC reading group, @KaliTessera will be presenting our work on how initialization is only one piece of the puzzle for training sparse networks. Can taking a wider view of model design choices unlock sparse training? bit.ly/3xFtHKI

sarahookr's tweet image. Tomorrow at @ml_collective DLTC reading group, @KaliTessera will be presenting our work on how initialization is only one piece of the puzzle for training sparse networks.

Can taking a wider view of model design choices unlock sparse training?

bit.ly/3xFtHKI


@Stanford H2O.ai advisors, Trevor Hastie & Rob Tibshirani, are holding a 2-day course in #MachineLearning #DeepLearning #SparseModels.


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Tech terms decoded! 🛠️ Attention techies, it’s time for #TermOfTheDay. Today, we are learning about: Sparse Models! ⚡ #TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

GTechCouncil's tweet image. Tech terms decoded! 🛠️

Attention techies, it’s time for #TermOfTheDay.

Today, we are learning about: Sparse Models! ⚡

#TechTerms #SparseModels #AI #MachineLearning #DeepLearning #TechEducation

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