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Update README.md (#32)

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@@ -42,6 +42,13 @@ On April 10th, [@MistralAI](https://huggingface.co/mistralai) released a model n
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  The GGUF and quantized models here are based on [v2ray/Mixtral-8x22B-v0.1](https://huggingface.co/v2ray/Mixtral-8x22B-v0.1) model
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  ## Load sharded model
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  `llama_load_model_from_file` will detect the number of files and will load additional tensors from the rest of files.
 
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  The GGUF and quantized models here are based on [v2ray/Mixtral-8x22B-v0.1](https://huggingface.co/v2ray/Mixtral-8x22B-v0.1) model
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+ ## How to download
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+ You can download only the quants you need instead of cloning the entire repository as follows:
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+
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+ ```
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+ huggingface-cli download MaziyarPanahi/WizardLM-2-8x22B-GGUF --local-dir . --include '*Q2_K*gguf'
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+ ```
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+
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  ## Load sharded model
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  `llama_load_model_from_file` will detect the number of files and will load additional tensors from the rest of files.