modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p40

TEXT GENERATIONConcurrency Cost:1Model Size:4BQuant:BF16Ctx Length:32kTool Calling:SupportedPublished:May 21, 2026License:cc-by-nc-4.0Architecture:Transformer Open Weights Cold

The modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p40 model is a 4 billion parameter language model. This model is derived from a local merge matrix experiment, specifically from the 'math_no_think_17' series using a TIES density of 0.40. Its primary characteristic is its origin from a specific merging experiment, suggesting a focus on exploring model fusion techniques. It is suitable for research into model merging strategies and their impact on performance.

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Overview

The modrill/mhm_ties__merge_experiments_math_no_think_17_ties_density_0p40 is a 4 billion parameter language model. It originates from a local merge matrix experiment conducted by modrill, specifically within the math_no_think_17 series, utilizing a TIES (Trimmed, Iterative, and Selective) merging approach with a density of 0.40. This model represents an experimental output from exploring different model merging strategies.

Key Characteristics

  • Parameter Count: 4 billion parameters.
  • Origin: Result of a specific model merging experiment (math_no_think_17 series).
  • Merging Method: Utilizes a TIES merging strategy with a 0.40 density.
  • Experimental Nature: Primarily a product of research into model fusion techniques.

Good For

  • Research into Model Merging: Ideal for developers and researchers studying the effects and efficacy of TIES merging and similar model fusion techniques.
  • Understanding Experimental Model Development: Provides a concrete example of a model generated through specific experimental merge configurations.

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