Z.ai’s GLM-5.2 FP8 model supports engineering workflows with an unprecedented one million token context window, allowing completion of full development cycles in one task and improving upon its predecessor’s long-horizon capabilities.
NVIDIA’s Nemotron-Nano-12B-v2 combines hybrid architecture for efficient reasoning with high inference throughput, while Z.ai’s GLM-OCR offers fast, accurate document parsing producing structured outputs for complex materials including tables and formulas, suitable for real-time services and edge devices.
Source & further reading
GLM-5.2 FP8, NVIDIA-Nemotron-Nano-12B-v2 and GLM-OCR models now available on Amazon SageMaker JumpStart ↗Source published 2026-08-10. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.