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supermix-omni-collective-v1
Kai9987kai/supermix-omni-collective-v1
supermix-omni-collective-v1 is a machine learning model from Kai9987kai. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as other.
omnicollectivev1 is a compact fused local assistant checkpoint from the Supermix workspace. It combines text routing, math-aware handling, and lightweight image-recognition support in one custom PyTorch model.
Access
Public
Updated Mar 28, 2026
Repo size
811 KB
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Repo makeup
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.pth811 KB · 92%
At a glance
- Library
- pytorch
- License
- other
- Access
- Public
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026
- SHA
- f4d06346
Model card
From the Hugging Face model README
Supermix Omni Collective V1
omni_collective_v1 is a compact fused local assistant checkpoint from the Supermix workspace. It combines text routing, math-aware handling, and lightweight image-recognition support in one custom PyTorch model.
Files
omni_collective_v1.pthomni_collective_v1_meta.jsonomni_collective_v1_summary.jsonomni_collective_model.pyimage_feature_utils.pyimage_recognition_model.pymath_equation_model.py
Important Note
This is a custom PyTorch checkpoint, not a standard Transformers model.
Validation Summary
From the bundled training summary:
- intent accuracy:
0.9444 - response accuracy:
0.7037 - vision accuracy:
0.10
Usage
To load this model, construct the custom OmniCollectiveNet / OmniCollectiveEngine class from omni_collective_model.py and then load omni_collective_v1.pth with the provided metadata JSON.
- Library
- pytorch
- License
- other
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026