End of training

README.md

@@ -19,7 +19,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-uncased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0033
+- Loss: 0.0164
 - Accuracy: 1.0
 - F1: 1.0
 - Precision: 1.0
@@ -42,9 +42,9 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 16
-- eval_batch_size: 16
+- learning_rate: 2e-05
+- train_batch_size: 32
+- eval_batch_size: 32
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
@@ -54,16 +54,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| No log        | 1.0   | 44   | 0.2553          | 0.9698   | 0.9240 | 0.9770    | 0.9130 |
-| No log        | 2.0   | 88   | 0.0195          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 3.0   | 132  | 0.0091          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 4.0   | 176  | 0.0064          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 5.0   | 220  | 0.0051          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 6.0   | 264  | 0.0043          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 7.0   | 308  | 0.0038          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 8.0   | 352  | 0.0035          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 9.0   | 396  | 0.0033          | 1.0      | 1.0    | 1.0       | 1.0    |
-| No log        | 10.0  | 440  | 0.0033          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 1.0   | 22   | 0.2167          | 0.9943   | 0.9890 | 0.9864    | 0.9937 |
+| No log        | 2.0   | 44   | 0.0821          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 3.0   | 66   | 0.0430          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 4.0   | 88   | 0.0300          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 5.0   | 110  | 0.0240          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 6.0   | 132  | 0.0207          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 7.0   | 154  | 0.0187          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 8.0   | 176  | 0.0173          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 9.0   | 198  | 0.0167          | 1.0      | 1.0    | 1.0       | 1.0    |
+| No log        | 10.0  | 220  | 0.0164          | 1.0      | 1.0    | 1.0       | 1.0    |
 
 
 ### Framework versions

config.json

@@ -10,44 +10,44 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3",
-    "4": "LABEL_4",
-    "5": "LABEL_5",
-    "6": "LABEL_6",
-    "7": "LABEL_7",
-    "8": "LABEL_8",
-    "9": "LABEL_9",
-    "10": "LABEL_10",
-    "11": "LABEL_11",
-    "12": "LABEL_12",
-    "13": "LABEL_13",
-    "14": "LABEL_14",
-    "15": "LABEL_15",
-    "16": "LABEL_16"
+    "0": "informacion_aplicacion",
+    "1": "Perfiles",
+    "2": "Perfil_adminsitrador",
+    "3": "Perfil_cliente",
+    "4": "Procesos",
+    "5": "Productos",
+    "6": "Personas_Firmantes",
+    "7": "Error_324",
+    "8": "Error_339",
+    "9": "Error_507",
+    "10": "Error_532",
+    "11": "Error_517",
+    "12": "Error_517_06",
+    "13": "Error_517_10",
+    "14": "Error_517_45",
+    "15": "Error_517_1120",
+    "16": "Error_301"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_10": 10,
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-    "LABEL_15": 15,
-    "LABEL_16": 16,
-    "LABEL_2": 2,
-    "LABEL_3": 3,
-    "LABEL_4": 4,
-    "LABEL_5": 5,
-    "LABEL_6": 6,
-    "LABEL_7": 7,
-    "LABEL_8": 8,
-    "LABEL_9": 9
+    "Error_301": 16,
+    "Error_324": 7,
+    "Error_339": 8,
+    "Error_507": 9,
+    "Error_517": 11,
+    "Error_517_06": 12,
+    "Error_517_10": 13,
+    "Error_517_1120": 15,
+    "Error_517_45": 14,
+    "Error_532": 10,
+    "Perfil_adminsitrador": 2,
+    "Perfil_cliente": 3,
+    "Perfiles": 1,
+    "Personas_Firmantes": 6,
+    "Procesos": 4,
+    "Productos": 5,
+    "informacion_aplicacion": 0
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

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tokenizer.json

@@ -6,16 +6,7 @@
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     "stride": 0
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-    "direction": "Right",
-    "pad_to_multiple_of": null,
-    "pad_id": 1,
-    "pad_type_id": 0,
-    "pad_token": "[PAD]"
-  },
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   "added_tokens": [
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training_args.bin

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