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Integrate with huggingface #3

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Integrate with huggingface #3

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9 changes: 8 additions & 1 deletion train/models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,14 +4,21 @@
from preprocessing.nn_dataset import position_encoding_init
from train.external import VariationalDropout
from train.transformer import TransformerDecoder, TransformerDecoderLayer, TransformerEncoder, TransformerEncoderLayer
from huggingface_hub import PyTorchModelHubMixin

"""
File containing classes representing various Neural architectures
"""


# MARK:- TonicNet
class TonicNet(nn.Module):
class TonicNet(
nn.Module,
PyTorchModelHubMixin,
library_name="tonicnet",
repo_url="https://github.com/omarperacha/TonicNet",
tags=["polyphonic-music"],
):
def __init__(self, nb_tags, nb_layers=1, z_dim =0,
nb_rnn_units=100, batch_size=1, seq_len=1, dropout=0.0):
super(TonicNet, self).__init__()
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