Category: Papers

1. MLGym: A New Framework and Benchmark for Advancing AI Research Agents 🔑 Keywords: Meta MLGym, MLGym-Bench, LLM agents, AI Research Tasks, […]

1. Qwen2.5-VL Technical Report 🔑 Keywords: Qwen2.5-VL, AI Native, Vision Transformer, Bounding Boxes, Document Parsing 💡 Category: Multi-Modal Learning 🌟 Research Objective: […]

1. Soundwave: Less is More for Speech-Text Alignment in LLMs 🔑 Keywords: Efficient Training, Speech Large Language Models, Soundwave, Representation Space Gap, […]

1. Region-Adaptive Sampling for Diffusion Transformers 🔑 Keywords: Diffusion models, Diffusion Transformers, RAS, real-time applications, sampling strategy 💡 Category: Generative Models 🌟 […]

1. InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU 🔑 Keywords: Long Context, LLM Inference, Token […]

1. Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance 🔑 Keywords: Large Language Models, Financial Reasoning, CoT Fine-Tuning, Reinforcement Learning, […]

1. Expect the Unexpected: FailSafe Long Context QA for Finance 🔑 Keywords: LLM, Query Failure, Context Failure, Robustness, Financial Applications 💡 Category: […]

1. SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators 🔑 Keywords: multilingual text detoxification, parallel datasets, LLMs, SynthDetoxM, data scarcity 💡 […]

1. Analyze Feature Flow to Enhance Interpretation and Steering in Language Models 🔑 Keywords: Sparse Autoencoder, Inter-layer Feature Links, Feature Evolution, Text […]

1. SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language Model 🔑 Keywords: Large Language Models, SmolLM2, Multistage Training, […]

1. VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models 🔑 Keywords: VideoJAM, motion coherence, generative video models, pixel reconstruction […]

1. The Differences Between Direct Alignment Algorithms are a Blur 🔑 Keywords: Direct Alignment Algorithms, Reinforcement Learning, Supervised Fine-Tuning, Pointwise Objectives 💡 […]