| from transformers.configuration_utils import PretrainedConfig | |
| from transformers.utils import logging | |
| logger = logging.get_logger(__name__) | |
| class FastEsmConfig(PretrainedConfig): | |
| model_type = "fast_esm" | |
| def __init__( | |
| self, | |
| vocab_size=None, | |
| mask_token_id=None, | |
| pad_token_id=None, | |
| hidden_size=768, | |
| num_hidden_layers=12, | |
| num_attention_heads=12, | |
| intermediate_size=3072, | |
| hidden_dropout_prob=0.1, | |
| attention_probs_dropout_prob=0.1, | |
| max_position_embeddings=1026, | |
| initializer_range=0.02, | |
| layer_norm_eps=1e-12, | |
| position_embedding_type="absolute", | |
| emb_layer_norm_before=None, | |
| **kwargs, | |
| ): | |
| super().__init__(pad_token_id=pad_token_id, mask_token_id=mask_token_id, **kwargs) | |
| self.vocab_size = vocab_size | |
| self.hidden_size = hidden_size | |
| self.num_hidden_layers = num_hidden_layers | |
| self.num_attention_heads = num_attention_heads | |
| self.intermediate_size = intermediate_size | |
| self.hidden_dropout_prob = hidden_dropout_prob | |
| self.attention_probs_dropout_prob = attention_probs_dropout_prob | |
| self.max_position_embeddings = max_position_embeddings | |
| self.initializer_range = initializer_range | |
| self.layer_norm_eps = layer_norm_eps | |
| self.position_embedding_type = position_embedding_type | |
| self.emb_layer_norm_before = emb_layer_norm_before | |
| def to_dict(self): | |
| """ | |
| Serializes this instance to a Python dictionary. Override the default [`~PretrainedConfig.to_dict`]. | |
| Returns: | |
| `Dict[str, any]`: Dictionary of all the attributes that make up this configuration instance, | |
| """ | |
| output = super().to_dict() | |
| return output | |
| def get_default_vocab_list(): | |
| return ( | |
| "<cls>", | |
| "<pad>", | |
| "<eos>", | |
| "<unk>", | |
| "L", | |
| "A", | |
| "G", | |
| "V", | |
| "S", | |
| "E", | |
| "R", | |
| "T", | |
| "I", | |
| "D", | |
| "P", | |
| "K", | |
| "Q", | |
| "N", | |
| "F", | |
| "Y", | |
| "M", | |
| "H", | |
| "W", | |
| "C", | |
| "X", | |
| "B", | |
| "U", | |
| "Z", | |
| "O", | |
| ".", | |
| "-", | |
| "<null_1>", | |
| "<mask>", | |
| ) | |