EphAsad/Atem-SageMaths-1.5B

TEXT GENERATIONConcurrency Cost:1Model Size:1.5BQuant:BF16Ctx Length:32kTool Calling:SupportedPublished:Jun 14, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

EphAsad/Atem-SageMaths-1.5B is a 1.5 billion parameter mathematics-specialized language model developed by EphAsad, fine-tuned from Atem-Wisdom-1.5B. It excels at solving competition-grade and curriculum mathematics problems, including algebra, geometry, number theory, and combinatorics. The model is designed to provide step-by-step mathematical working, making it suitable for tasks requiring structured problem-solving and explicit reasoning traces.

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Atem-SageMaths: Mathematics Specialization

Atem-SageMaths is a 1.5 billion parameter language model developed by EphAsad, specifically fine-tuned for mathematical problem-solving. It builds upon the reasoning capabilities of its base model, Atem-Wisdom-1.5B, applying them to a broad spectrum of mathematics tasks.

Key Capabilities

  • Competition-Grade Mathematics: Proficient in solving problems across algebra, geometry, number theory, combinatorics, and probability.
  • Step-by-Step Reasoning: Capable of generating detailed, step-by-step mathematical working, particularly for harder problems where explicit reasoning traces were part of its training data (derived from MATH-500).
  • Curriculum Mathematics: Handles tasks from pre-algebra through precalculus levels.
  • Structured Solutions: Provides clear and structured solutions, either with an explicit <think> block for complex problems or inline working for direct answers.

Good for

  • Mathematical problem solving across a wide difficulty range.
  • Competition mathematics scenarios.
  • Use cases requiring explicit, step-by-step mathematical working.
  • Curriculum mathematics tasks from pre-algebra to precalculus.

This model is a domain-specialized branch of the Atem series, sharing its base and training framework with other specialized models like Atem-SageCoder, but focusing exclusively on mathematical reasoning.