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@@ -76,7 +76,7 @@ The model structure of DeepSeek-V3.1-Terminus is the same as DeepSeek-V3. Please
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  For the model's chat template other than search agent, please refer to the [DeepSeek-V3.1](https://huggingface.co/deepseek-ai/DeepSeek-V3.1) repo.
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- Here we also provide an updated inference demo code in the `inference` folder to help the community get started with running our model and understand the details of model architecture.
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  **NOTE: In the current model checkpoint, the parameters of `self_attn.o_proj` do not conform to the UE8M0 FP8 scale data format. This is a known issue and will be corrected in future model releases.**
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  For the model's chat template other than search agent, please refer to the [DeepSeek-V3.1](https://huggingface.co/deepseek-ai/DeepSeek-V3.1) repo.
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+ **Here we also provide an updated inference demo code in the `inference` folder to help the community get started with running our model and understand the details of model architecture.**
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  **NOTE: In the current model checkpoint, the parameters of `self_attn.o_proj` do not conform to the UE8M0 FP8 scale data format. This is a known issue and will be corrected in future model releases.**
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