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Update README.md

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  ## Architecture
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  This model uses an (as far as I am aware) novel architecture which stacks the lstms in parralel, then in sequence like in transformer blocks.
 
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  ## Inference code
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  You need to place this in a python file in the same folder as the .pt file and then run it. change `device = torch.device("cuda:0")` to `device = torch.device("cpu")` for CPU inference
 
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  ## Architecture
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  This model uses an (as far as I am aware) novel architecture which stacks the lstms in parralel, then in sequence like in transformer blocks.
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+ It has 4,987,763 parameters.
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  ## Inference code
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  You need to place this in a python file in the same folder as the .pt file and then run it. change `device = torch.device("cuda:0")` to `device = torch.device("cpu")` for CPU inference