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@@ -19,7 +19,7 @@ This is the home of the SmallDoge family of small language models, where we rele
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  We have released:
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  - [Doge-SLM](https://huggingface.co/collections/SmallDoge/doge-slm-679cc991f027c4a3abbded4a): A series of small language models, including pre-training models, supervised fine-tuning models, and reinforcement learning models.
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- - [Doge-CheckPoint](https://huggingface.co/collections/SmallDoge/doge-checkpoint-679ce95dae1d498e3ad35068): A series of checkPoint weights that can continue training on new datasets without spikes of the training.
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  - [Doge-Downstream-Applications](https://huggingface.co/collections/SmallDoge/doge-downstream-applications-679ce627a0b7820e04ca22bd): A series of small language models for downstream applications.
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  <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/refs%2Fpr%2F426/transformers/model_doc/doge_architecture.png" alt="drawing" width="600"/>
 
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  We have released:
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  - [Doge-SLM](https://huggingface.co/collections/SmallDoge/doge-slm-679cc991f027c4a3abbded4a): A series of small language models, including pre-training models, supervised fine-tuning models, and reinforcement learning models.
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+ - [Doge-CheckPoint](https://huggingface.co/collections/SmallDoge/doge-checkpoint-679ce95dae1d498e3ad35068): A series of checkpoint weights that can continue training on new datasets without spikes of the training.
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  - [Doge-Downstream-Applications](https://huggingface.co/collections/SmallDoge/doge-downstream-applications-679ce627a0b7820e04ca22bd): A series of small language models for downstream applications.
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  <img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/refs%2Fpr%2F426/transformers/model_doc/doge_architecture.png" alt="drawing" width="600"/>