Create README.md

README.md

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+---
+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
+
+---
+
+## 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.
+
+---
+
+## License
+
+Apache 2.0
+
+---
+
+## About DeepBrainz
+
+DeepBrainz builds reasoning-first AI systems focused on efficiency, structure,
+and real-world problem solving.