Explore tweets tagged as #modelcompression
Today's #PerfiosAITechTalk talks about how #ModelCompression can be used for efficient on-device runtimes. #NeuralNetworks #Datascience #ML #AI
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#mdpientropy "Population Risk Improvement with Model Compression: An Information-Theoretic Approach" https://t.co/XKcmM9P2EF
#empiricalrisk
#generalizationerror
#modelcompression
#populationrisk
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Model compression in ICCLOUD! 8 - bit Quantization cuts memory by 75%, Weight Pruning reduces compute by 50%. Save resources! #ModelCompression #Resources
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The four common #ModelCompression techniques: 1) Quantization 2) Pruning 3) Knowledge distillation 4) Lower rank matrix factorization. What does your experience point you toward? #NeuralNetworks #DataScience #PerfiosAITechTalk
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What do you mean by #ModelCompression? The answer is here, courtesy #NeuralNetworks expert @bsourav29 #PerfiosAITechTalk
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Accuracy hides issues in quantized LLMs. 'Accuracy is Not All You Need' (NeurIPS 2024) shows 'flips' & KL-Divergence reveal output changes. #AI #ModelCompression #LLM
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AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. By @antgrasso #AI #ModelCompression #Efficiency
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Working on RDO-PTQ , an advanced algorithm for Post-Training Quantization (PTQ) with mixed precision. It’s redefining how we compress neural networks without sacrificing accuracy. #AI #DeepLearning #Quantization #ModelCompression #ML #NeuralNetwork
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AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. Microblog by @antgrasso #AI #ModelCompression #Efficiency
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Optimizing AI Models for Local Devices: Balancing Privacy and Performance #AIModelOptimization #LocalDevices #PrivacyVsPerformance #ModelCompression #AIChallenges #DeviceProcessingPower #DataPrivacy #ModelQuality #AIOnDevices #AIInnovation
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🔍 New Blog Alert! Dive deep into the fascinating journey of AI model compression in Part VII: From Vision to Understanding - The Birth of Attention, written by Ateeb Taseer. ➡️ Read the full blog now 👉 https://t.co/SNhrhJqzJk
#AI #ModelCompression #AttentionMechanisms
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Georgia Tech & #Microsoft Reveal ‘Super Tickets’ in Pretrained Language Models: Improving Model Compression and Generalization | https://t.co/Q0nOVlR0vI
#AI #ML #ArtificialIntelligence #MachineLearning #DeepNeuralNetworks #LanguageModel #ModelCompression
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RT Model Compression: A Look into Reducing Model Size https://t.co/Zi0KwppsLG
#machinelearning #modelcompression #tinyml #deeplearning
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RT Compressing unsupervised fastText models https://t.co/QNXv9k1b3Y
#fasttext #quantization #python #modelcompression #nlp
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📖 I'm exploring ICLR 2025 accepted papers on model compression! Here’s my curated reading list on Model Compression & Training Efficiency: https://t.co/XSFhC75iOp Let me know if you have recommendations! 🚀 #ICLR2025 #AI #ModelCompression
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Distilling Knowledge in Neural Network - https://t.co/ToCywqXxxX
#datascience #deeplearning #knowledgedistillation #machinelearning #modelcompression
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RT How to adapt a multilingual T5 model for a single language https://t.co/XMhSzim4Qr
#nlp #transformers #modelcompression #machinelearning #t5
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Paper presentation: Our colleague presented his new paper “Beyond Test Accuracy: The Effects of Model Compression on CNNs” at this year´s SAFE AI. Watch his presentation here: ➡️ https://t.co/OizpWjMq7j
#ai #modelcompression #deeplearning #research #SAFEAI
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