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@@ -56,7 +56,7 @@ MERaLiON stands for **M**ultimodal **E**mpathetic **R**easoning **a**nd **L**ear
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  - **License:** [MERaLiON Public License](https://huggingface.co/MERaLiON/MERaLiON-AudioLLM-Whisper-SEA-LION/blob/main/MERaLiON-Public-Licence-v1.pdf)
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  - **Demo:** [MERaLiON-AudioLLM Web Demo](https://huggingface.co/spaces/MERaLiON/MERaLiON-AudioLLM)
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- We support model inference using the [Huggingface](#inference) and [vLLM](vllm_plugin_meralion/README.md) frameworks, allowing lightning [inference speed](https://huggingface.co/MERaLiON/MERaLiON-AudioLLM-Whisper-SEA-LION/blob/main/vllm_plugin_meralion/README.md#inference-performance-benchmark). For more technical details, please refer to our [technical report](https://arxiv.org/abs/2412.09818).
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  ## Acknowledgement
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  This research is supported by the National Research Foundation, Singapore and Infocomm Media Development Authority, Singapore under its National Large Language Models Funding Initiative.
 
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  - **License:** [MERaLiON Public License](https://huggingface.co/MERaLiON/MERaLiON-AudioLLM-Whisper-SEA-LION/blob/main/MERaLiON-Public-Licence-v1.pdf)
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  - **Demo:** [MERaLiON-AudioLLM Web Demo](https://huggingface.co/spaces/MERaLiON/MERaLiON-AudioLLM)
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+ We support model inference using the [**Huggingface**](#inference) and [**vLLM**](vllm_plugin_meralion/README.md) frameworks, enabling [**lightning inference speed**](https://huggingface.co/MERaLiON/MERaLiON-AudioLLM-Whisper-SEA-LION/blob/main/vllm_plugin_meralion/README.md#inference-performance-benchmark). For more technical details, please refer to our [technical report](https://arxiv.org/abs/2412.09818).
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  ## Acknowledgement
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  This research is supported by the National Research Foundation, Singapore and Infocomm Media Development Authority, Singapore under its National Large Language Models Funding Initiative.