Instructions to use SZLHOLDINGS/szl-brain with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SZLHOLDINGS/szl-brain with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("SZLHOLDINGS/szl-brain", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Szl Brain
Szl Brain β part of the SZL Holdings AI estate
What this is
This model is part of the SZL Holdings estate: an AI research and product portfolio where every claim carries a receipt. Measured results for this artifact live on the public receipts chain β we publish numbers only where a signed receipt backs them.
Provenance
- Source: szl-holdings on GitHub
- Receipts chain: SZLHOLDINGS/frontier-54-runs β every claim on this card traces to a hash-chained receipt
- License: Apache-2.0
Why it matters (for investors)
SZL Holdings builds receipt-backed AI: measured honesty, a machine-checked constitution, and a public hash-chained evidence chain. This artifact is one piece of that estate.
The estate
| Surface | Link |
|---|---|
| Company | szlholdings.com |
| Sponsors | Become a sponsor |
| Live dashboard | SI command center |
| Living anatomy | Anatomy |
| Autonomy ladder | The 0.3% partition |
| Training curriculum | Ouroboros |
This card is generated by tools/hf_cards β links verified at build time.
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