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Singularity-V2-x-10Eros-Max

Updated: Oct 26, 2026

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Type
Checkpoint Merge
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823

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Published

Oct 25, 2026

Base Model

MiniMax H3

Hash
AutoV2A8023AA177

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

Merging_two_AI_model_finetunes_2K_20261026131759.jpg

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 turbo block distribution is weighted higher toward time/head blocks t_time: 0.75, t_head: 0.70) with an average turbo share of ~0.55.

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!