Update README.md

README.md

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     <em>Details of our multimodal language model, ColonGPT.</em>
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 📖 [Paper](https://arxiv.org) | 🏠 [Home](https://github.com/ai4colonoscopy/IntelliScope) 
 
+> This is the merged weights of [ColonGPT-v1-phi1.5-siglip-lora](https://drive.google.com/drive/folders/1Emi7o7DpN0zlCPIYqsCfNMr9LTPt3SCT?usp=sharing), including vision encoder (siglip) + language model (phi-1.5), and other fine-tuned weights on our ColonINST. 
 
-This is the merged weights of [ColonGPT-v1-phi1.5-siglip-lora](https://drive.google.com/drive/folders/1Emi7o7DpN0zlCPIYqsCfNMr9LTPt3SCT?usp=sharing). 
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-Our ColonGPT is a standard multimodal language model, which contains four basic components: a language tokenizer, an visual encoder (🤗 [SigLIP-SO](https://huggingface.co/google/siglip-so400m-patch14-384)), a multimodal connector, and a language model (🤗 [Phi1.5](https://huggingface.co/microsoft/phi-1_5)). 
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-For further details about ColonGPT, we highly recommend visiting our [home page](https://github.com/BAAI-DCAI/Bunny). There, you'll find comprehensive usage instructions for our model and the latest advancements in intelligent colonoscopy technology.
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+Our ColonGPT is a standard multimodal language model, which contains four basic components: a language tokenizer, an visual encoder (🤗 [SigLIP-SO](https://huggingface.co/google/siglip-so400m-patch14-384)), a multimodal connector, and a language model (🤗 [Phi1.5](https://huggingface.co/microsoft/phi-1_5)). In this huggingface page, we provide a quick start for convenient of new users. For further details about ColonGPT, we highly recommend visiting our [homepage](https://github.com/BAAI-DCAI/Bunny). There, you'll find comprehensive usage instructions for our model and the latest advancements in intelligent colonoscopy technology.
 
 
 # Quick start
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 Here is a code snippet to show you how to quickly try-on our ColonGPT model with transformers. For convenience, we manually combined some configuration and code files and merged the weights. Please note that this is a quick code, we recommend you installing [ColonGPT's source code](https://github.com/ai4colonoscopy/IntelliScope/blob/main/docs/guideline-for-ColonGPT.md) to explore more.
 
 - Before running the snippet, you only need to install the following minimium dependencies.