| Mixtral of Experts | Jan 8, 2024 | Code GenerationCommon Sense Reasoning | CodeCode Available | 4 | 5 |
| Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts | Sep 24, 2024 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 4 | 5 |
| MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts | Oct 9, 2024 | GPUMixture-of-Experts | CodeCode Available | 4 | 5 |
| Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free | May 10, 2025 | AttributeMixture-of-Experts | CodeCode Available | 4 | 5 |
| Fast Inference of Mixture-of-Experts Language Models with Offloading | Dec 28, 2023 | Mixture-of-ExpertsQuantization | CodeCode Available | 4 | 5 |
| Training Sparse Mixture Of Experts Text Embedding Models | Feb 11, 2025 | Mixture-of-ExpertsRAG | CodeCode Available | 4 | 5 |
| OLMoE: Open Mixture-of-Experts Language Models | Sep 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 | 5 |
| MoH: Multi-Head Attention as Mixture-of-Head Attention | Oct 15, 2024 | Mixture-of-Experts | CodeCode Available | 4 | 5 |
| Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models | Jul 2, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 4 | 5 |
| DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale | Jun 30, 2022 | CPUGPU | CodeCode Available | 4 | 5 |
