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README.md
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#### The R1 lineup
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* **DeepBrainz-R1-4B** β *Flagship production model*
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Best starting point for reliable agentic systems.
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* **DeepBrainz-R1-2B** β *Balanced production model*
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Strong reasoning with lower cost and latency.
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* **DeepBrainz-R1-0.6B-v2** β *Canonical small model*
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Cost-efficient baseline for small-model agent workloads.
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* **Long-context variants (16K / 40K)** β early and experimental
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* **Research checkpoints** β raw artifacts for ablation and evaluation
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* **Community quantizations (GGUF, low-bit)** β community-maintained, not officially supported
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We publish **supported releases, experimental variants, and research checkpoints separately** to keep expectations clear for builders, enterprises, and researchers.
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#### The R1 lineup
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* **[DeepBrainz-R1-4B](https://huggingface.co/DeepBrainz/DeepBrainz-R1-4B)** β *Flagship production model*
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Best starting point for reliable agentic systems.
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* **[DeepBrainz-R1-2B](https://huggingface.co/DeepBrainz/DeepBrainz-R1-2B)** β *Balanced production model*
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Strong reasoning with lower cost and latency.
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* **[DeepBrainz-R1-0.6B-v2](https://huggingface.co/DeepBrainz/DeepBrainz-R1-0.6B-v2)** β *Canonical small model*
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Cost-efficient baseline for small-model agent workloads.
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* **[Long-context variants (16K / 40K)](https://huggingface.co/collections/DeepBrainz/deepbrainz-r1-reasoning-first-slms-for-agentic-systems)** β early and experimental
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* **[Research checkpoints](https://huggingface.co/collections/DeepBrainz/deepbrainz-r1-research-checkpoints)** β raw artifacts for ablation and evaluation
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* **[Community quantizations (GGUF, low-bit)](https://huggingface.co/collections/DeepBrainz/deepbrainz-r1-community-quantizations-gguf-and-low-bit)** β community-maintained, not officially supported
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We publish **supported releases, experimental variants, and research checkpoints separately** to keep expectations clear for builders, enterprises, and researchers.
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| 49 |
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