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Baidu has officially open-sourced its latest ERNIE 4.5 series, a powerful family of foundation models designed for enhanced language understanding,…
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Introduction to Generalization in Mathematical Reasoning Large-scale language models with long CoT reasoning, such as DeepSeek-R1, have shown good results…
Lees meerBuilding Advanced Multi-Agent AI Workflows by Leveraging AutoGen and Semantic Kernel
In this tutorial, we walk you through the seamless integration of AutoGen and Semantic Kernel with Google’s Gemini Flash model.…
Lees meerTabArena: Benchmarking Tabular Machine Learning with Reproducibility and Ensembling at Scale
Understanding the Importance of Benchmarking in Tabular ML Machine learning on tabular data focuses on building models that learn patterns…
Lees meerLongWriter-Zero: A Reinforcement Learning Framework for Ultra-Long Text Generation Without Synthetic Data
Introduction to Ultra-Long Text Generation Challenges Generating ultra-long texts that span thousands of words is becoming increasingly important for real-world…
Lees meerMDM-Prime: A generalized Masked Diffusion Models (MDMs) Framework that Enables Partially Unmasked Tokens during Sampling
Introduction to MDMs and Their Inefficiencies Masked Diffusion Models (MDMs) are powerful tools for generating discrete data, such as text…
Lees meerDSRL: A Latent-Space Reinforcement Learning Approach to Adapt Diffusion Policies in Real-World Robotics
Introduction to Learning-Based Robotics Robotic control systems have made significant progress through methods that replace hand-coded instructions with data-driven learning.…
Lees meerUniversity of Michigan Researchers Propose G-ACT: A Scalable Machine Learning Framework to Steer Programming Language Bias in LLMs
LLMs and the Need for Scientific Code Control LLMs have rapidly evolved into complex natural language processors, enabling the development…
Lees meerA Coding Guide to Build a Functional Data Analysis Workflow Using Lilac for Transforming, Filtering, and Exporting Structured Insights
In this tutorial, we demonstrate a fully functional and modular data analysis pipeline using the Lilac library, without relying on…
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