Lambent/Mira-v1.25-27B-Wave

VISIONConcurrency Cost:2Model Size:27BQuant:FP8Ctx Length:32kPublished:Feb 3, 2026License:gemmaArchitecture:Transformer0.0K Cold

Lambent/Mira-v1.25-27B-Wave is a 27 billion parameter language model developed by Lambent, merged using the WAVE method from several Lambent and virtuous7373 models, with unsloth/gemma-3-27b-pt as its base. This model, with a 32768 token context length, demonstrates enhanced intelligence and creativity, particularly in poetic generation. It is optimized for nuanced language understanding and creative text generation tasks.

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Overview

Lambent/Mira-v1.25-27B-Wave is a 27 billion parameter language model, a product of a sophisticated merge using the WAVE method. It builds upon unsloth/gemma-3-27b-pt as its base and integrates components from virtuous7373/Lambent-Mira-Erato, Lambent/Mira-v1.24.2-27B-Karcher, and Lambent/Mira-v1.21-27B-rlvr. This specific merging technique, credited to virtuous7373's fork of Mergekit, is noted for significantly boosting the model's intelligence and creative capabilities.

Key Capabilities

  • Enhanced Creativity: Demonstrates strong performance in generating creative text, particularly poetry, with nuanced expression and thematic depth.
  • Intelligent Language Processing: The WAVE merge method has reportedly improved the model's overall intelligence and understanding of complex linguistic structures.
  • Context Length: Supports a substantial context window of 32768 tokens, allowing for processing and generating longer, more coherent texts.

Good For

  • Creative Writing: Excels in tasks requiring imaginative and artistic text generation, such as poetry, storytelling, and descriptive prose.
  • Complex Language Tasks: Suitable for applications demanding a high degree of linguistic understanding and the ability to produce sophisticated outputs.
  • Exploratory AI Development: Ideal for researchers and developers looking to leverage a model with advanced creative and intellectual capacities for novel applications.