Communications of the ACM

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

Print Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal reasoning.
GIGAZINE

AMD unveils proprietary inference model 'Instella-Math'

AMD has announced ' Instella-Math,' a language model trained exclusively on AMD GPUs. It has 3 billion parameters and is specialized for inference and mathematical problem solving. Instella-Math was ...
GIGAZINE

Mistral AI releases 'Mistral Large 2' with significantly improved code generation, mathematics and inference capabilities

Mistral Large 2 has a model size of 123 billion parameters and is designed to achieve high throughput on a single node. It also has a 128k context window and supports many languages other than English ...
The Next Platform

Why AI Inference Will Remain Largely On The CPU

Sponsored Feature: Training an AI model takes an enormous amount of compute capacity coupled with high bandwidth memory. Because the model training can be parallelized, with data chopped up into ...