Vortex5/Harmonic-Lumina-12B

💠 Harmonic-Lumina-12B 💠

01 // Overview

Harmonic-Lumina-12B is a model merged using a custom harmony_prism method — It merges Harmony-Bird-12B, Violet-Mist-12B, and Luminous-Shadow-12B.

02 // Custom Merge Method

A merge algorithm that aligns models across structural (spatial) and energetic (style/variance) domains. It performs stochastic coherence sampling—random block analysis of parameter deltas—to measure local structure and energy similarity. Using these signals, it adaptively adjusts per-model weights through entropy-stabilized softmax and a decaying EMA center, achieving smooth, artifact-free convergence that preserves each model’s “resonance” while unifying tone and logic.

• focus — Controls decisiveness of weighting; higher = stronger emphasis on the most coherent contributors. (Global or per-model.).
• blend — Balances between spatial structure (0) and energy signature (1), determining whether the merge favors logic/shape or expressive style. (Global or per-model.)
• max_goodness — Convergence threshold for coherence optimization; the process stops when this target is reached.
• refinement_steps — Number of refinement passes; higher values yield smoother and more unified results at the cost of time.

Show YAML

models:
- model: Vortex5/Harmony-Bird-12B
- model: Vortex5/Violet-Mist-12B
- model: Vortex5/Luminous-Shadow-12B
merge_method: harmony_prism
dtype: bfloat16
parameters:
  focus: 1.3
  blend: 0.55
  max_goodness: 0.98
  refinement_steps: 300
tokenizer:
  source: Vortex5/Harmony-Bird-12B

03 // Acknowledgments

• 💠 Team Mradermacher — Static & imatrix quants
• 🌌 DeathGodlike — EXL3 quants
• 🌠 Original creators and model authors