Z.aiGLM Z1

GLM-Z1-Rumination-32B-0414

A research-writing model trained for longer reasoning and search.

Practical use

Practical guidance. Keep collected sources separate from the report text. Review whether each important conclusion follows from its references, especially when a longer analysis combines several partial claims.

Specifications & access

GLM-Z1-Rumination-32B-0414 specifications
DetailValue and conditions
AccessDownloadable
Model identifierszai-org/GLM-Z1-Rumination-32B-0414
Training and ancestryEnd-to-end reinforcement learning uses answer or rubric-based assessment; the model can use search tools.GLM-Z1-Rumination-32B-0414 model card
LicenceMIT.GLM-Z1-Rumination-32B-0414 model card

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