---
license: apache-2.0
language:
- en
tags:
- checkpoint
- training-artifact
---
# DeepBrainz-R1-0.6B-16K-ckpt

⚠️ **Checkpoint Repository — Not an Inference-Ready Model**

This repository contains **raw training checkpoints** produced during the
DeepBrainz-R1 model development process.

These files are intended for:
- Training lineage and reproducibility
- Research inspection
- Internal experimentation
- Conversion into finalized inference artifacts

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## Important Notes

- ❌ This repository is **NOT** intended for direct use with
  `AutoModelForCausalLM.from_pretrained`
- ❌ Weights may be **sharded** and require merging
- ❌ Inference configuration may be incomplete
- ❌ No guarantees are provided regarding inference behavior

---

## 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.