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Update README.md

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@@ -89,4 +89,11 @@ Then just call `push_to_hub` method or `save_pretrained` method if you want to s
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  model.push_to_hub("{your_username}/bloom-1b7-8bit")
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  ```
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- That's it!
 
 
 
 
 
 
 
 
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  model.push_to_hub("{your_username}/bloom-1b7-8bit")
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  ```
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+ That's it!
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+
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+ ## What is inside the model's `state_dict`?
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+ Inside the state dict of the model (`pytorch_model.bin` file) you have
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+ - the quantized `int8` weights
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+ - the quantization statistics in `float16`