AREAL: Accelerating Large Reasoning Model Training with Fully Asynchronous Reinforcement Learning
Introduction: The Need for Efficient RL in LRMs
Reinforcement Learning RL is increasingly...
Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration
In this tutorial, we delve into building an advanced data analytics pipeline...
From Fine-Tuning to Prompt Engineering: Theory and Practice for Efficient Transformer Adaptation
The Challenge of Fine-Tuning Large Transformer Models
Self-attention enables transformer models to capture...
How to Use python-A2A to Create and Connect Financial Agents with Google’s Agent-to-Agent (A2A)...
Python A2A is an implementation of Google’s Agent-to-Agent (A2A) protocol, which enables...
EPFL Researchers Introduce MEMOIR: A Scalable Framework for Lifelong Model Editing in LLMs
The Challenge of Updating LLM Knowledge
LLMs have shown outstanding performance for various...
OpenBMB Releases MiniCPM4: Ultra-Efficient Language Models for Edge Devices with Sparse Attention and Fast...
The Need for Efficient On-Device Language Models
Large language models have become integral...
StepFun Introduces Step-Audio-AQAA: A Fully End-to-End Audio Language Model for Natural Voice Interaction
Rethinking Audio-Based Human-Computer Interaction
Machines that can respond to human speech with equally...
EPFL Researchers Unveil FG2 at CVPR: A New AI Model That Slashes Localization Errors...
Navigating the dense urban canyons of cities like San Francisco or New...
OThink-R1: A Dual-Mode Reasoning Framework to Cut Redundant Computation in LLMs
The Inefficiency of Static Chain-of-Thought Reasoning in LRMs
Recent LRMs achieve top performance...
Building AI-Powered Applications Using the Plan → Files → Code Workflow in TinyDev
In this tutorial, we introduce TinyDev class implementation, a minimal yet powerful...
