Title: Cerebras Product Talk: GLM 4.7

Cerebras
516 views January 20, 2026

Cerebras Product team members share the latest and fastest products they're working on!GLM-4.7 is a drop-in upgrade from GLM-4.6 with better coding, more reliabletool-use / agentic behavior, and improved multi-turn reasoning consistency — while maintaining ~1000 TPS code gen speed that GPUs simply can’t match (up to ~1700 TPS for some tasks). GLM-4.7 shows that open-weight models are now 'good enough' to replace closed models in many production settings. Emma Call is the PM on GLM 4.7 and dissects GLM 4.7's performance against benchmarks like Humanity's Last Exam. Predicted Outputs enable you to speed up response generation when parts of the output are already known. This is most useful when regenerating text or code that requires only minor changes. Ryan Loney is the PM and shows you how the model regenerates only those that differ, improving output generation speed. Cerebras is the leading and fastest AI processor. Cerebras recently launched the Wafer-Scale Engine-3 (WSE-3), a chip more than 15x faster than NVIDIA's GPUS. Learn more or get free compute at cerebras.ai

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