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: 0.0005
+- Loss: 0.0033
 - Accuracy: 1.0
 - F1: 1.0
 - Precision: 1.0
@@ -43,8 +43,8 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 32
-- eval_batch_size: 32
+- train_batch_size: 16
+- eval_batch_size: 16
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
@@ -52,18 +52,18 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1  | Precision | Recall |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|:---------:|:------:|
-| No log        | 1.0   | 22   | 0.0028          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 2.0   | 44   | 0.0015          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 3.0   | 66   | 0.0010          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 4.0   | 88   | 0.0008          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 5.0   | 110  | 0.0007          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 6.0   | 132  | 0.0006          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 7.0   | 154  | 0.0005          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 8.0   | 176  | 0.0005          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 9.0   | 198  | 0.0005          | 1.0      | 1.0 | 1.0       | 1.0    |
-| No log        | 10.0  | 220  | 0.0005          | 1.0      | 1.0 | 1.0       | 1.0    |
+| 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    |
 
 
 ### Framework versions

config.json

@@ -10,44 +10,44 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "informacion_aplicacion",
-    "1": "Perfiles",
-    "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",
-    "2": "Perfil_adminsitrador",
-    "3": "Perfil_cliente",
-    "4": "Procesos",
-    "5": "Productos",
-    "6": "Personas_Firmantes",
-    "7": "Error_324",
-    "8": "Error_339",
-    "9": "Error_507"
+    "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"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "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"
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_10": 10,
+    "LABEL_11": 11,
+    "LABEL_12": 12,
+    "LABEL_13": 13,
+    "LABEL_14": 14,
+    "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
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

model.safetensors

@@ -1,3 +1,3 @@
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tokenizer.json

@@ -6,7 +6,16 @@
     "strategy": "LongestFirst",
     "stride": 0
   },
-  "padding": null,
+  "padding": {
+    "strategy": {
+      "Fixed": 24
+    },
+    "direction": "Right",
+    "pad_to_multiple_of": null,
+    "pad_id": 1,
+    "pad_type_id": 0,
+    "pad_token": "[PAD]"
+  },
   "added_tokens": [
     {
       "id": 0,

training_args.bin

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