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Singularity-V2-x-10Eros-Max

Updated: Nov 2, 2026

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2 variants available

Type
Checkpoint Merge
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769

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Published

Oct 30, 2026

Base Model

MiniMax H3

Hash
AutoV2559BCFD0F0

The MiniMax H3 Community License Agreement’s grant excludes the European Union, the United Kingdom, the Republic of Korea and the United States of America.

MiniMax H3

I merged two Minimax-H3 Ref2VA finetunes using a custom spectral/geometric algorithm called PRISM:

  • Base A: WarmBloodAban/Minimax-h3_Singularity (v2)

  • Base B: TenStrip/10Eros-Max (8-Step Turbo beta 6)

Why PRISM?

Merging fast turbo models into base models often introduces weight artifacts and signal degradation. PRISM handles this by:

  • Filtering diffuse noise delta using randomized SVD (rank 64).

  • Combining directional SLERP with log-space magnitude interpolation (Polar Geodesic).

  • Resolving sign conflicts and re-anchoring layer norms.

The best out-of-the-box version for ultimate realistic crisp skin textures is the PRISM-DMAD-PDMD Merge: use 8 steps, no Turbo Lora needed, Euler/Beta57, 12/3 Shift.

also here you will find:
CLASSICS -> Singularity V1.3 x 10Eros-Beta5;
BETA72 -> Singularity V2 x 10Eros-Beta7;
PIKA72 -> 10Eros-Beta7 x Singularity V2 x PIKA(1.00 or 0.85);

Hugging Face Repo & Weights (fp16 + int8 + w6a8):

👉 https://huggingface.co/OliviaRossi/Minimax-h3_Singularity-x-10Eros-Max_PRISM

Feedback and test generations are very welcome!