vlm Tools

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.