glm Tools

FreeToken is a desktop application and runtime that lets you download and run large language models locally on your Windows or Linux machine. It solves the problem of privacy, cost, and latency associated with cloud-based AI services by bringing datacenter-scale model serving to your personal computer. It's designed for developers, researchers, and anyone who needs powerful, private, and offline AI capabilities without relying on an internet connection.

TokenSpeed is a high-performance LLM inference engine built from the ground up for agentic workloads like AI coding assistants. It solves the critical efficiency problem at data-center scale by maximizing throughput per GPU through a compiler-backed parallelism model and a high-performance scheduler. It is designed for organizations deploying large-scale, token-intensive AI applications where inference speed and resource efficiency directly impact cost and capacity.

Transformers is a comprehensive library providing thousands of pre-trained models for Natural Language Processing (NLP), computer vision, audio, and multimodal tasks. It solves the problem of implementing and deploying cutting-edge machine learning models by offering a unified, easy-to-use API for both inference and training. It is designed for researchers, developers, and practitioners who want to leverage state-of-the-art models without building them from scratch, enabling rapid prototyping and production deployment.