InfoQ

Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models

Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how ...
GitHub

Enforce the output format (JSON Schema, Regex etc) of a language model

Language models are able to generate text, but when requiring a precise output format, they do not always perform as instructed. Various prompt engineering techniques have been introduced to improve ...
IEEE

Enhancing MATLAB Code Generation with Large Language Models

Abstract: Large language models (LLMs) have made significant progress in the field of natural language processing, but research on MATLAB code generation remains relatively scarce. As a programming ...
InfoWorld

C# wins Tiobe Programming Language of the Year honors for 2025

Meanwhile, another Microsoft language, TypeScript, may crack the index’s top 20 this year, according to Tiobe CEO Paul Jansen. Tiobe announced C# as its language of the year for 2025 on January 4. C# ...
GitHub

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

Large language models (LLMs) show excellent performance but are compute- and memory-intensive. Quantization can reduce memory and accelerate inference. However, for LLMs beyond 100 billion parameters, ...