| { | |
| "framework": "pytorch", | |
| "task": "named-entity-recognition", | |
| "model": { | |
| "type": "transformer-crf", | |
| "adv_bound": 1e-05, | |
| "adv_grad_factor": 5e-05, | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "directionality": "bidi", | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "num_labels": 33, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-CONT", | |
| "2": "I-CONT", | |
| "3": "E-CONT", | |
| "4": "S-CONT", | |
| "5": "B-EDU", | |
| "6": "I-EDU", | |
| "7": "E-EDU", | |
| "8": "S-EDU", | |
| "9": "B-LOC", | |
| "10": "I-LOC", | |
| "11": "E-LOC", | |
| "12": "S-LOC", | |
| "13": "B-NAME", | |
| "14": "I-NAME", | |
| "15": "E-NAME", | |
| "16": "S-NAME", | |
| "17": "B-ORG", | |
| "18": "I-ORG", | |
| "19": "E-ORG", | |
| "20": "S-ORG", | |
| "21": "B-PRO", | |
| "22": "I-PRO", | |
| "23": "E-PRO", | |
| "24": "S-PRO", | |
| "25": "B-RACE", | |
| "26": "I-RACE", | |
| "27": "E-RACE", | |
| "28": "S-RACE", | |
| "29": "B-TITLE", | |
| "30": "I-TITLE", | |
| "31": "E-TITLE", | |
| "32": "S-TITLE" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "pooler_fc_size": 768, | |
| "pooler_num_attention_heads": 12, | |
| "pooler_num_fc_layers": 3, | |
| "pooler_size_per_head": 128, | |
| "pooler_type": "first_token_transform", | |
| "position_embedding_type": "absolute", | |
| "sigma": 5e-06, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.18.0", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 21128 | |
| }, | |
| "pipeline": { | |
| "type": "named-entity-recognition" | |
| } | |
| } | |