[LLM] Update readme gif & image url to the ones hosted on readthedocs (#8900)
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15.5b` models on a 12th Gen Intel Core CPU below.
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<p align="center">
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif?raw=true" width='30%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif?raw=true" width='30%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png?raw=true" width='76%'/>
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<a href="https://llm-assets.readthedocs.io/en/latest/_images/chatglm2-6b.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/chatglm2-6b.gif" width='30%'></a> <a href="https://llm-assets.readthedocs.io/en/latest/_images/llama-2-13b-chat.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/llama-2-13b-chat.gif" width='30%' ></a> <a href="https://llm-assets.readthedocs.io/en/latest/_images/llm-15b5.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/llm-15b5.gif" width='30%' ></a>
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<img src="https://llm-assets.readthedocs.io/en/latest/_images/llm-models3.png" width='76%'>
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</p>
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### `bigdl-llm` quickstart
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See the ***optimized performance*** of `chatglm2-6b`, `llama-2-13b-chat`, and `starcoder-15.5b` models on a 12th Gen Intel Core CPU below.
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<p align="center">
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/chatglm2-6b.gif?raw=true" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llama-2-13b-chat.gif?raw=true" width='33%' /> <img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-15b5.gif?raw=true" width='33%' />
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<img src="https://github.com/bigdl-project/bigdl-project.github.io/blob/master/assets/llm-models3.png?raw=true" width='85%'/>
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<a href="https://llm-assets.readthedocs.io/en/latest/_images/chatglm2-6b.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/chatglm2-6b.gif" width='33%'></a> <a href="https://llm-assets.readthedocs.io/en/latest/_images/llama-2-13b-chat.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/llama-2-13b-chat.gif" width='33%' ></a> <a href="https://llm-assets.readthedocs.io/en/latest/_images/llm-15b5.gif"><img src="https://llm-assets.readthedocs.io/en/latest/_images/llm-15b5.gif" width='33%' ></a>
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<img src="https://llm-assets.readthedocs.io/en/latest/_images/llm-models3.png" width='85%'>
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</p>
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### Verified models
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We may use any Hugging Face Transfomer models on `bigdl-llm`, and the following models have been verified on Intel laptops.
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| Model | Example |
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