| Couler: Unified Machine Learning Workflow Optimization in Cloud | Mar 12, 2024 | CPU | CodeCode Available | 4 |
| Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series | Jan 8, 2024 | CPUFew-Shot Learning | CodeCode Available | 4 |
| FFCV: Accelerating Training by Removing Data Bottlenecks | Jun 21, 2023 | CPUGPU | CodeCode Available | 4 |
| DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement | May 14, 2023 | CPUSpeech Enhancement | CodeCode Available | 4 |
| DAMO-YOLO : A Report on Real-Time Object Detection Design | Nov 23, 2022 | CPUNeural Architecture Search | CodeCode Available | 4 |
| DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale | Jun 30, 2022 | CPUGPU | CodeCode Available | 4 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| PLAID: An Efficient Engine for Late Interaction Retrieval | May 19, 2022 | CPUGPU | CodeCode Available | 4 |
| DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio | May 11, 2022 | CPUData Augmentation | CodeCode Available | 4 |
| The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models | Mar 14, 2022 | CPUQuantization | CodeCode Available | 4 |
| GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles | Oct 27, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 4 |
| FlashDMoE: Fast Distributed MoE in a Single Kernel | Jun 5, 2025 | 16kCPU | CodeCode Available | 3 |
| GPU-accelerated Evolutionary Many-objective Optimization Using Tensorized NSGA-III | Apr 8, 2025 | Computational EfficiencyCPU | CodeCode Available | 3 |
| ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory | Mar 16, 2025 | CPUGPU | CodeCode Available | 3 |
| Nd-BiMamba2: A Unified Bidirectional Architecture for Multi-Dimensional Data Processing | Nov 22, 2024 | Computational EfficiencyCPU | CodeCode Available | 3 |
| ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference | Oct 28, 2024 | CPU | CodeCode Available | 3 |
| MagicPIG: LSH Sampling for Efficient LLM Generation | Oct 21, 2024 | CPUGPU | CodeCode Available | 3 |
| vTensor: Flexible Virtual Tensor Management for Efficient LLM Serving | Jul 22, 2024 | CPUGPU | CodeCode Available | 3 |
| Inference Performance Optimization for Large Language Models on CPUs | Jul 10, 2024 | CPUGPU | CodeCode Available | 3 |
| NGD-SLAM: Towards Real-Time Dynamic SLAM without GPU | May 12, 2024 | CPUDeep Learning | CodeCode Available | 3 |
| Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models | Feb 10, 2024 | CPUGPU | CodeCode Available | 3 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | Dec 28, 2023 | AutoMLCPU | CodeCode Available | 3 |
| XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library | Dec 25, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 3 |
| Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews | Oct 18, 2023 | CPUGPU | CodeCode Available | 3 |
| Unlimiformer: Long-Range Transformers with Unlimited Length Input | May 2, 2023 | Book summarizationCPU | CodeCode Available | 3 |
