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| BiLLM: Pushing the Limit of Post-Training Quantization for LLMs | Feb 6, 2024 | BinarizationGPU | CodeCode Available | 3 | 5 |
| Modular Duality in Deep Learning | Oct 28, 2024 | Deep LearningGPU | CodeCode Available | 3 | 5 |
| Allo: A Programming Model for Composable Accelerator Design | Apr 7, 2024 | GPUHigh-Level Synthesis | CodeCode Available | 3 | 5 |
| MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts | Apr 22, 2024 | Common Sense ReasoningGPU | CodeCode Available | 3 | 5 |
| Biomedical and Clinical English Model Packages in the Stanza Python NLP Library | Jul 29, 2020 | GPUNamed Entity Recognition | CodeCode Available | 3 | 5 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 | 5 |
| MetaDE: Evolving Differential Evolution by Differential Evolution | Feb 13, 2025 | Computational EfficiencyGPU | CodeCode Available | 3 | 5 |
| MegaBlocks: Efficient Sparse Training with Mixture-of-Experts | Nov 29, 2022 | GPUMixture-of-Experts | CodeCode Available | 3 | 5 |
| Accelerating Goal-Conditioned RL Algorithms and Research | Aug 20, 2024 | GPUreinforcement-learning | CodeCode Available | 3 | 5 |
| M+: Extending MemoryLLM with Scalable Long-Term Memory | Feb 1, 2025 | 16kGPU | CodeCode Available | 3 | 5 |
| Dataset Distillation with Neural Characteristic Function: A Minmax Perspective | Jan 1, 2025 | Computational EfficiencyDataset Distillation | CodeCode Available | 3 | 5 |
| Data Generation for Hardware-Friendly Post-Training Quantization | Oct 29, 2024 | Data AugmentationGPU | CodeCode Available | 3 | 5 |
| A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models | Oct 17, 2022 | CPUGPU | CodeCode Available | 3 | 5 |
| MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding | Apr 8, 2024 | GPUMultiple-choice | CodeCode Available | 3 | 5 |
| CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation | Oct 12, 2024 | Conditional Image GenerationGPU | CodeCode Available | 3 | 5 |
| Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence | Feb 12, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 3 | 5 |
| MagicPIG: LSH Sampling for Efficient LLM Generation | Oct 21, 2024 | CPUGPU | CodeCode Available | 3 | 5 |
| Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration | Apr 2, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 | 5 |
| Merlin: A Vision Language Foundation Model for 3D Computed Tomography | Jun 10, 2024 | 3D Semantic SegmentationComputed Tomography (CT) | CodeCode Available | 3 | 5 |
| CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models | Mar 28, 2025 | GPUGSM8K | CodeCode Available | 2 | 5 |
| A Dataset and Explorer for 3D Signed Distance Functions | Apr 27, 2022 | GPU | CodeCode Available | 2 | 5 |
| Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs | Jun 13, 2024 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models | Mar 4, 2022 | DecoderGPU | CodeCode Available | 2 | 5 |
| AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs | Jul 8, 2025 | GPUreinforcement-learning | CodeCode Available | 2 | 5 |
| LightSeq2: Accelerated Training for Transformer-based Models on GPUs | Oct 12, 2021 | DecoderGPU | CodeCode Available | 2 | 5 |
| LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization | Mar 11, 2025 | GPUImage Generation | CodeCode Available | 2 | 5 |
| LightSeq: A High Performance Inference Library for Transformers | Oct 23, 2020 | GPUMachine Translation | CodeCode Available | 2 | 5 |
| λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space | Feb 7, 2024 | Concept AlignmentGPU | CodeCode Available | 2 | 5 |
| Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 | 5 |
| Learning to Fly in Seconds | Nov 22, 2023 | GPUReinforcement Learning (RL) | CodeCode Available | 2 | 5 |
| DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training | Oct 5, 2023 | GPU | CodeCode Available | 2 | 5 |
| LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation | Oct 16, 2023 | GPUImage Animation | CodeCode Available | 2 | 5 |
| Latent Neural Operator for Solving Forward and Inverse PDE Problems | Jun 6, 2024 | Computational EfficiencyGPU | CodeCode Available | 2 | 5 |
| 3DGen: Triplane Latent Diffusion for Textured Mesh Generation | Mar 9, 2023 | DiversityGPU | CodeCode Available | 2 | 5 |
| AutoFocus: Efficient Multi-Scale Inference | Dec 4, 2018 | GPU | CodeCode Available | 2 | 5 |
| KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generation | Feb 21, 2025 | Audio GenerationFAD | CodeCode Available | 2 | 5 |
| JAX MD: A Framework for Differentiable Physics | Dec 1, 2020 | GPU | CodeCode Available | 2 | 5 |
| JAX, M.D.: A Framework for Differentiable Physics | Dec 9, 2019 | Drug DiscoveryGPU | CodeCode Available | 2 | 5 |
| Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning | Jun 23, 2025 | GPULarge Language Model | CodeCode Available | 2 | 5 |
| A User's Guide to KSig: GPU-Accelerated Computation of the Signature Kernel | Jan 13, 2025 | GPU | CodeCode Available | 2 | 5 |
| Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models | Jun 11, 2024 | DiversityGPU | CodeCode Available | 2 | 5 |
| Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning | Aug 24, 2021 | CPUGPU | CodeCode Available | 2 | 5 |
| MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition | Nov 24, 2020 | GPUImage Matting | CodeCode Available | 2 | 5 |
| Instant Volumetric Head Avatars | Nov 22, 2022 | Face ModelGPU | CodeCode Available | 2 | 5 |
| INT-FlashAttention: Enabling Flash Attention for INT8 Quantization | Sep 25, 2024 | GPUQuantization | CodeCode Available | 2 | 5 |
| InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval | Jul 10, 2023 | GPUInformation Retrieval | CodeCode Available | 2 | 5 |
| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 | 5 |
| JaxMARL: Multi-Agent RL Environments and Algorithms in JAX | Nov 16, 2023 | CPUGPU | CodeCode Available | 2 | 5 |
| LeanDojo: Theorem Proving with Retrieval-Augmented Language Models | Jun 27, 2023 | Automated Theorem ProvingGPU | CodeCode Available | 2 | 5 |
