{ "_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext", "architectures": [ "Twin" ], "attention_probs_dropout_prob": 0.1, "classifier_dropout": null, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 768, "initializer_range": 0.02, "intermediate_size": 3072, "keys_to_ignore_at_inference": [ "representations" ], "layer_norm_eps": 1e-12, "loss_coeff": { "contrast_loss": 1.0, "cosine_loss": 1.0, "cov_loss": 1.0, "cov_xy_loss": 1.0, "diag_xy_loss": 1.0, "dot_loss": 1.0, "mse_loss": 1.0, "std_loss": 1.0 }, "max_position_embeddings": 512, "model_type": "bert", "num_attention_heads": 12, "num_hidden_layers": 12, "pad_token_id": 0, "position_embedding_type": "absolute", "pretrained": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext", "torch_dtype": "float32", "transformers_version": "4.31.0", "twin_loss": [ "dot_loss", "cov_loss", "std_loss", "contrast_loss" ], "type_vocab_size": 2, "use_cache": true, "vocab_size": 30522 }