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---
license: apache-2.0
language:
- en
tags:
- checkpoint
- training-artifact
---
# DeepBrainz-R1-4B-Exp-40K-ckpt
⚠️ **Checkpoint Repository — Not an Inference-Ready Model**
This repository contains **raw training checkpoints** for the DeepBrainz-R1
4B long-context reasoning model.
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## Important Notes
- ❌ Not intended for direct inference usage
- ❌ Weights are sharded and require merging
- ❌ Reasoning and long-context behavior are not guaranteed
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## For Inference / Usage
Please use a **finalized DeepBrainz-R1 model**.
Checkpoint repositories are not intended for direct consumption.
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## License
Apache 2.0
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## About DeepBrainz
DeepBrainz builds reasoning-first AI systems focused on efficiency, structure,
and real-world problem solving. |