53 lines
2.1 KiB
Python
53 lines
2.1 KiB
Python
#!/usr/bin/env python
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# coding=utf-8
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# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
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from transformers.configuration_utils import PretrainedConfig
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CODESAGE_PRETRAINED_CONFIG_ARCHIVE_MAP = {
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"codesage/codesage-small-v2": "https://huggingface.co/codesage/codesage-small-v2/resolve/main/config.json",
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"codesage/codesage-base-v2": "https://huggingface.co/codesage/codesage-base-v2/resolve/main/config.json",
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"codesage/codesage-large-v2": "https://huggingface.co/codesage/codesage-large-v2/resolve/main/config.json",
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}
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class CodeSageConfig(PretrainedConfig):
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model_type = "codesage"
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def __init__(
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self,
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vocab_size=50257,
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max_position_embeddings=1024,
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hidden_size=768,
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num_hidden_layers=12,
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num_attention_heads=12,
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intermediate_size=3072,
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activation_function="gelu_new",
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residual_dropout_prob=0.1,
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embedding_dropout_prob=0.1,
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attention_dropout_prob=0.1,
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layer_norm_epsilon=1e-5,
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initializer_range=0.02,
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position_embedding_type='absolute',
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bos_token_id=0,
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eos_token_id=0,
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pad_token_id=49153,
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**kwargs
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):
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self.vocab_size = vocab_size
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self.max_position_embeddings = max_position_embeddings
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self.hidden_size = hidden_size
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self.num_hidden_layers = num_hidden_layers
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self.num_attention_heads = num_attention_heads
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self.intermediate_size = intermediate_size
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assert 'gelu' in activation_function
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self.activation_function = activation_function
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self.residual_dropout_prob = residual_dropout_prob
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self.embedding_dropout_prob = embedding_dropout_prob
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self.attention_dropout_prob = attention_dropout_prob
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self.layer_norm_epsilon = layer_norm_epsilon
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self.initializer_range = initializer_range
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self.position_embedding_type = position_embedding_type
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super().__init__(pad_token_id=pad_token_id, bos_token_id=bos_token_id, eos_token_id=eos_token_id, **kwargs)
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