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ml:mixture_of_expert_models

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ml:mixture_of_expert_models [2025/03/13 21:29] – [MoE Large Language Models] jmflanigml:mixture_of_expert_models [2025/05/31 07:40] (current) – [MoE Large Language Models] jmflanig
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 ===== Overviews ===== ===== Overviews =====
   * [[https://arxiv.org/pdf/2209.01667|Fedus et al 2022 - A Review of Sparse Expert Models in Deep Learning]]   * [[https://arxiv.org/pdf/2209.01667|Fedus et al 2022 - A Review of Sparse Expert Models in Deep Learning]]
-  * [[https://arxiv.org/pdf/2407.06204|Cai et al 2024 - A Survey on Mixture of Experts]] (Focuses on LLMs)+  * **For LLMs** 
 +    * [[https://arxiv.org/pdf/2407.06204|Cai et al 2024 - A Survey on Mixture of Experts]] (Focuses on LLMs)
  
 ===== Foundational and Early Papers ===== ===== Foundational and Early Papers =====
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   * [[https://arxiv.org/pdf/2406.18219|Lo et al 2024 - A Closer Look into Mixture-of-Experts in Large Language Models]]   * [[https://arxiv.org/pdf/2406.18219|Lo et al 2024 - A Closer Look into Mixture-of-Experts in Large Language Models]]
   * [[https://arxiv.org/pdf/2410.07348|Jin et al 2024 - MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts]]   * [[https://arxiv.org/pdf/2410.07348|Jin et al 2024 - MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts]]
 +  * [[https://arxiv.org/pdf/2505.21411|Tang et al 2025 - Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity]]
 +  * [[https://arxiv.org/pdf/2505.22323|Guo et al 2025 - Advancing Expert Specialization for Better MoE]]
  
 ===== People ===== ===== People =====
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 ===== Related Pages ===== ===== Related Pages =====
 +  * [[Conditional Computation]]
   * [[nlp:Language Model]]   * [[nlp:Language Model]]
 +  * [[Model Compression]]
  
ml/mixture_of_expert_models.1741901341.txt.gz · Last modified: 2025/03/13 21:29 by jmflanig
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