Thinking Machines' first official product is here: meet Tinker, an API for distributed LLM fine-tuning

Thinking Machines, the AI startup founded earlier this year by former OpenAI CTO Mira Murati, has launched its first product: Tinker, a Python-based API designed to make large language model (LLM) ...

Python-based framework makes climate dynamics more approachable for students and researchers

A team of researchers at the University of Miami has developed a global atmospheric modeling framework that blends powerful ...

Meta’s new CWM model learns how code works, not just what it looks like

Moving beyond static code prediction, the model learns an internal world model of computational environments for more ...
IEEE

TLFIG-Transformer: Trend-Oriented Linear Fuzzy Information Granulation-Based Transformer Model for Long-Term Time-Series Forecasting

Abstract: Long-term time series forecasting holds significant practical value in various fields. However, time series data exhibit complex dynamic characteristics, including trends, seasonality, and ...
IEEE

Model-Free Tracking Control for Linear Stochastic Systems via Integral Reinforcement Learning

Abstract: This paper investigates optimal tracking control of linear stochastic systems with multiplicative state-dependent and input-dependent noise via a novel model-free integral reinforcement ...