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Sheikh-Freemium
shk-bd/Sheikh-Freemium
Sheikh-Freemium is a machine learning model from shk-bd. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
[](https://github.com/isshiki-dev/Sheikh-Freemium/actions/workflows/validate-dataset.yml) [](https://github.com/isshiki-dev/Sheikh-Freemium/actions/workflows/ci.yml)
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Public
Updated Dec 9, 2025
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At a glance
- Access
- Public
- Created
- Dec 9, 2025
- Updated
- Dec 9, 2025
- SHA
- 9e43af9c
Model card
From the Hugging Face model README
Sheikh-Freemium
Zebra-CoT Visual Reasoning Dataset
A repository for managing and developing Visual Chain of Thought (Visual CoT) datasets, based on the Zebra-CoT framework.
Quick Links
| Resource | Link |
|---|---|
| 📂 Dataset | dataset/ |
| 📖 Architecture | dataset/docs/ARCHITECTURE.md |
| 🔗 Sources | dataset/SOURCES.md |
| 🤗 HuggingFace | Zebra-CoT Dataset |
Features
- 182K+ samples across 4 reasoning categories
- Interleaved text-image reasoning traces
- MoT architecture support (Mixture-of-Transformer-Experts)
- Automated validation via GitHub Actions
- HuggingFace sync for dataset updates
Categories
| Category | Samples | Description |
|---|---|---|
| Visual Logic & Games | 66,854 | Chess, strategic games, visual logic |
| 2D Visual Reasoning | 51,899 | Visual search, jigsaw puzzles |
| 3D Visual Reasoning | 39,610 | Multi-hop inference, embodied planning |
| Scientific Reasoning | 24,021 | Geometry, physics, algorithms |
Getting Started
# Clone the repository
git clone https://github.com/isshiki-dev/Sheikh-Freemium.git
cd Sheikh-Freemium
# Validate local samples
python dataset/scripts/validate.py --input dataset/samples/
License
Dataset content: CC BY-NC 4.0
- Created
- Dec 9, 2025
- Updated
- Dec 9, 2025