Initial commit

config.json

@@ -0,0 +1,37 @@
+{
+  "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
+  "architectures": [
+    "RobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "NO_SOSPECHA",
+    "1": "SOSPECHA"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "NO_SOSPECHA": 0,
+    "SOSPECHA": 1
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.34.1",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 50262
+}

descp_all_norep.json

@@ -0,0 +1 @@
+{}

eva_all_norep.json

@@ -0,0 +1,14 @@
+{
+    "positives_preds": 519,
+    "negative_preds": 526,
+    "positives_refs": 522,
+    "negative_refs": 523,
+    "tp": 384,
+    "fn": 138,
+    "fp": 135,
+    "tn": 388,
+    "accuracy": 0.738755980861244,
+    "precision": 0.7398843930635838,
+    "recall": 0.735632183908046,
+    "f1": 0.7377521613832853
+}

loss_tracking.json

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special_tokens_map.json

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stats_all_norep.json

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tokenizer_config.json

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training_info.json

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+    "model_base": "PlanTL-GOB-ES/bsc-bio-ehr-es",
+    "path_model": "models/all_norep/"
+}