CoolFace
Modelpublic

fleonce/iter-scierc-deberta-large

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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config.json77 linesDownload Raw Back to root
1{2  "_name_or_path": "models/fleonce/iter-scierc-deberta-large",3  "activation_fn": "relu",4  "architectures": [5    "ITERForRelationExtraction"6  ],7  "d_ff": 4096,8  "d_model": 1024,9  "dataset": "scierc",10  "dropout": 0.051157237106187456,11  "entity_types": [12    "Task",13    "Method",14    "Material",15    "OtherScientificTerm",16    "Metric",17    "Generic"18  ],19  "features": 74528,20  "link_types": [21    "Used-for",22    "Feature-of",23    "Hyponym-of",24    "Evaluate-for",25    "Part-of",26    "Compare",27    "Conjunction"28  ],29  "max_length": 512,30  "max_nest_depth": 3,31  "model_type": "iter",32  "num_links": 7,33  "num_types": 7,34  "threshold": 0.5,35  "torch_dtype": "float32",36  "transformer_config": {37    "_name_or_path": "microsoft/deberta-v3-large",38    "architectures": null,39    "attention_probs_dropout_prob": 0.1,40    "decoder_start_token_id": null,41    "eos_token_id": null,42    "hidden_act": "gelu",43    "hidden_dropout_prob": 0.1,44    "hidden_size": 1024,45    "initializer_range": 0.02,46    "intermediate_size": 4096,47    "is_encoder_decoder": false,48    "layer_norm_eps": 1e-07,49    "max_length": 512,50    "max_position_embeddings": 512,51    "max_relative_positions": -1,52    "model_type": "deberta-v2",53    "norm_rel_ebd": "layer_norm",54    "num_attention_heads": 16,55    "num_hidden_layers": 24,56    "pooler_dropout": 0,57    "pooler_hidden_act": "gelu",58    "pooler_hidden_size": 1024,59    "pos_att_type": [60      "p2c",61      "c2p"62    ],63    "position_biased_input": false,64    "position_buckets": 256,65    "relative_attention": true,66    "share_att_key": true,67    "task_specific_params": null,68    "type_vocab_size": 0,69    "vocab_size": 12810070  },71  "transformers_version": "4.37.0",72  "use_bias": false,73  "use_gate": true,74  "use_mlp": true,75  "use_scale": false76}77