| DeepSeek-V3 Technical Report | Dec 27, 2024 | GPULanguage Modeling | CodeCode Available | 16 |
| LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control | Jul 3, 2024 | Computational EfficiencyFace Reenactment | CodeCode Available | 11 |
| WebLLM: A High-Performance In-Browser LLM Inference Engine | Dec 20, 2024 | CPUGPU | CodeCode Available | 11 |
| FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision | Jul 11, 2024 | GPUQuantization | CodeCode Available | 11 |
| SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics | Jun 2, 2025 | Action GenerationGPU | CodeCode Available | 11 |
| LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning | Mar 26, 2024 | GPUGSM8K | CodeCode Available | 9 |
| TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training | Oct 9, 2024 | GPU | CodeCode Available | 9 |
| MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling | Oct 14, 2024 | Audio-Visual SynchronizationGPU | CodeCode Available | 9 |
| Liger Kernel: Efficient Triton Kernels for LLM Training | Oct 14, 2024 | ChunkingGPU | CodeCode Available | 9 |
| FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving | Jan 2, 2025 | GPUScheduling | CodeCode Available | 9 |
| MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention | Jul 2, 2024 | GPULanguage Modelling | CodeCode Available | 9 |
| Depth Pro: Sharp Monocular Metric Depth in Less Than a Second | Oct 2, 2024 | Depth EstimationGPU | CodeCode Available | 9 |
| PP-DocLayout: A Unified Document Layout Detection Model to Accelerate Large-Scale Data Construction | Mar 21, 2025 | CPUDocument Layout Analysis | CodeCode Available | 9 |
| MonkeyOCR: Document Parsing with a Structure-Recognition-Relation Triplet Paradigm | Jun 5, 2025 | GPURelation | CodeCode Available | 9 |
| SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers | Oct 14, 2024 | DecoderGPU | CodeCode Available | 9 |
| LTX-Video: Realtime Video Latent Diffusion | Dec 30, 2024 | DenoisingGPU | CodeCode Available | 9 |
| Divide and Conquer: High-Resolution Industrial Anomaly Detection via Memory Efficient Tiled Ensemble | Mar 7, 2024 | Anomaly DetectionGPU | CodeCode Available | 9 |
| DETRs Beat YOLOs on Real-time Object Detection | Apr 17, 2023 | 2D Object DetectionDecoder | CodeCode Available | 8 |
| Fast Timing-Conditioned Latent Audio Diffusion | Feb 7, 2024 | Audio GenerationGPU | CodeCode Available | 7 |
| Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis | May 14, 2025 | DenoisingDepth Estimation | CodeCode Available | 7 |
| AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning | May 30, 2025 | GPUMath | CodeCode Available | 7 |
| FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving | Nov 27, 2024 | FairnessGPU | CodeCode Available | 7 |
| EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning | Jan 25, 2025 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 7 |
| EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming | Jan 21, 2025 | Feature EngineeringGPU | CodeCode Available | 7 |
| GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers | Oct 31, 2022 | GPULanguage Modelling | CodeCode Available | 7 |
