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README.md

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 # SmallDoge
 
-This is the home of the SmallDoge family of small language models, where we release a series of high-quality and ultra-fast small language models based on dynamic algorithms. All training details and code are publicly available on the [small-doge repository](https://github.com/SamllDoge/small-doge).
+This is the home of the SmallDoge family of small language models, where we release a series of high-quality and ultra-fast small language models based on dynamic algorithms. All training details and code are publicly available on the [small-doge repository](https://github.com/SmallDoges/small-doge).
 We have released:
 
 - [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.