| PaliGemma 2: A Family of Versatile VLMs for Transfer | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OVLW-DETR: Open-Vocabulary Light-Weighted Detection Transformer | Jul 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems | Mar 5, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 3 | 5 |
| Partially Rewriting a Transformer in Natural Language | Jan 31, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale | Jul 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation | Mar 11, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 | 5 |
| Order Matters: Sequence to sequence for sets | Nov 19, 2015 | Language Modeling | CodeCode Available | 3 | 5 |
| On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning | Nov 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 3 | 5 |
| DPLM-2: A Multimodal Diffusion Protein Language Model | Oct 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OpenGraph: Towards Open Graph Foundation Models | Mar 2, 2024 | Data AugmentationGraph Learning | CodeCode Available | 3 | 5 |
| Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Discovering Language Model Behaviors with Model-Written Evaluations | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 | 5 |
| MultiModal-GPT: A Vision and Language Model for Dialogue with Humans | May 8, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 | 5 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Mar 18, 2021 | Abstractive Text SummarizationClassification | CodeCode Available | 3 | 5 |
| Multimodal Table Understanding | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Diffusion-LM Improves Controllable Text Generation | May 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models | Feb 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Multi-agent Architecture Search via Agentic Supernet | Feb 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation | Apr 8, 2024 | Image GenerationImage-to-Image Translation | CodeCode Available | 3 | 5 |
| MotionGPT: Human Motion as a Foreign Language | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| OceanGPT: A Large Language Model for Ocean Science Tasks | Oct 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification | Apr 16, 2024 | Feature EngineeringLanguage Modeling | CodeCode Available | 3 | 5 |
| Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration | Jun 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Datasheet for the Pile | Jan 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuray | Feb 7, 2025 | 4kGeneral Knowledge | CodeCode Available | 3 | 5 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 | 5 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | Dec 28, 2023 | AutoMLCPU | CodeCode Available | 3 | 5 |
| Ola: Pushing the Frontiers of Omni-Modal Language Model | Feb 6, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 3 | 5 |
| Cramming: Training a Language Model on a Single GPU in One Day | Dec 28, 2022 | GPULanguage Modeling | CodeCode Available | 3 | 5 |
| AsymLoRA: Harmonizing Data Conflicts and Commonalities in MLLMs | Feb 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| A Survey on the Optimization of Large Language Model-based Agents | Mar 16, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 3 | 5 |
| A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning | Jun 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| A Survey on the Memory Mechanism of Large Language Model based Agents | Apr 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents | Jul 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs | Aug 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders | Oct 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model | Jan 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Diffusion Language Models Are Versatile Protein Learners | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models | Mar 4, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| A Survey on Large Language Model Acceleration based on KV Cache Management | Dec 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 | 5 |
| Agent Workflow Memory | Sep 11, 2024 | AI AgentLanguage Modeling | CodeCode Available | 3 | 5 |
| Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement | Nov 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Llemma: An Open Language Model For Mathematics | Oct 16, 2023 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 3 | 5 |
| Large Language Model-Brained GUI Agents: A Survey | Nov 27, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 3 | 5 |
| LaViDa: A Large Diffusion Language Model for Multimodal Understanding | May 22, 2025 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 | 5 |
| Large Language Model based Long-tail Query Rewriting in Taobao Search | Nov 7, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 | 5 |
