Training in progress epoch 0

README.md

@@ -15,10 +15,10 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.1072
-- Validation Loss: 0.1791
-- Train Accuracy: 0.9491
-- Epoch: 2
+- Train Loss: 0.4822
+- Validation Loss: 0.1974
+- Train Accuracy: 0.9415
+- Epoch: 0
 
 ## Model description
 
@@ -37,21 +37,19 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 4698, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 2352, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
 - training_precision: float32
 
 ### Training results
 
 | Train Loss | Validation Loss | Train Accuracy | Epoch |
 |:----------:|:---------------:|:--------------:|:-----:|
-| 0.3745     | 0.1815          | 0.9461         | 0     |
-| 0.1501     | 0.1795          | 0.9475         | 1     |
-| 0.1072     | 0.1791          | 0.9491         | 2     |
+| 0.4822     | 0.1974          | 0.9415         | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.33.2
-- TensorFlow 2.13.0
-- Datasets 2.14.5
+- Transformers 4.33.0
+- TensorFlow 2.12.0
+- Datasets 2.14.6
 - Tokenizers 0.13.3

config.json

@@ -11,88 +11,88 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "B-CRD",
-    "1": "B-DAT",
-    "2": "B-EVT",
-    "3": "B-FAC",
-    "4": "B-GPE",
-    "5": "B-LAN",
-    "6": "B-LAW",
-    "7": "B-LOC",
-    "8": "B-MON",
-    "9": "B-NOR",
-    "10": "B-ORD",
-    "11": "B-ORG",
-    "12": "B-PER",
-    "13": "B-PRC",
-    "14": "B-PRD",
-    "15": "B-QTY",
-    "16": "B-REG",
-    "17": "B-TIM",
-    "18": "B-WOA",
-    "19": "I-CRD",
-    "20": "I-DAT",
-    "21": "I-EVT",
-    "22": "I-FAC",
-    "23": "I-GPE",
-    "24": "I-LAN",
-    "25": "I-LAW",
-    "26": "I-LOC",
-    "27": "I-MON",
-    "28": "I-NOR",
-    "29": "I-ORD",
-    "30": "I-ORG",
-    "31": "I-PER",
-    "32": "I-PRC",
-    "33": "I-PRD",
-    "34": "I-QTY",
-    "35": "I-REG",
-    "36": "I-TIM",
-    "37": "I-WOA",
-    "38": "O"
+    "0": "O",
+    "1": "B-CRD",
+    "2": "I-CRD",
+    "3": "B-DAT",
+    "4": "I-DAT",
+    "5": "B-EVT",
+    "6": "I-EVT",
+    "7": "B-FAC",
+    "8": "I-FAC",
+    "9": "B-GPE",
+    "10": "I-GPE",
+    "11": "B-LAW",
+    "12": "I-LAW",
+    "13": "B-LOC",
+    "14": "I-LOC",
+    "15": "B-MON",
+    "16": "I-MON",
+    "17": "B-NOR",
+    "18": "I-NOR",
+    "19": "B-ORD",
+    "20": "I-ORD",
+    "21": "B-ORG",
+    "22": "I-ORG",
+    "23": "B-PER",
+    "24": "I-PER",
+    "25": "B-PRC",
+    "26": "I-PRC",
+    "27": "B-PRD",
+    "28": "I-PRD",
+    "29": "B-QTY",
+    "30": "I-QTY",
+    "31": "B-REG",
+    "32": "I-REG",
+    "33": "B-TIM",
+    "34": "I-TIM",
+    "35": "B-WOA",
+    "36": "I-WOA",
+    "37": "B-LAN",
+    "38": "I-LAN"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "B-CRD": 0,
-    "B-DAT": 1,
-    "B-EVT": 2,
-    "B-FAC": 3,
-    "B-GPE": 4,
-    "B-LAN": 5,
-    "B-LAW": 6,
-    "B-LOC": 7,
-    "B-MON": 8,
-    "B-NOR": 9,
-    "B-ORD": 10,
-    "B-ORG": 11,
-    "B-PER": 12,
-    "B-PRC": 13,
-    "B-PRD": 14,
-    "B-QTY": 15,
-    "B-REG": 16,
-    "B-TIM": 17,
-    "B-WOA": 18,
-    "I-CRD": 19,
-    "I-DAT": 20,
-    "I-EVT": 21,
-    "I-FAC": 22,
-    "I-GPE": 23,
-    "I-LAN": 24,
-    "I-LAW": 25,
-    "I-LOC": 26,
-    "I-MON": 27,
-    "I-NOR": 28,
-    "I-ORD": 29,
-    "I-ORG": 30,
-    "I-PER": 31,
-    "I-PRC": 32,
-    "I-PRD": 33,
-    "I-QTY": 34,
-    "I-REG": 35,
-    "I-TIM": 36,
-    "I-WOA": 37,
-    "O": 38
+    "B-CRD": 1,
+    "B-DAT": 3,
+    "B-EVT": 5,
+    "B-FAC": 7,
+    "B-GPE": 9,
+    "B-LAN": 37,
+    "B-LAW": 11,
+    "B-LOC": 13,
+    "B-MON": 15,
+    "B-NOR": 17,
+    "B-ORD": 19,
+    "B-ORG": 21,
+    "B-PER": 23,
+    "B-PRC": 25,
+    "B-PRD": 27,
+    "B-QTY": 29,
+    "B-REG": 31,
+    "B-TIM": 33,
+    "B-WOA": 35,
+    "I-CRD": 2,
+    "I-DAT": 4,
+    "I-EVT": 6,
+    "I-FAC": 8,
+    "I-GPE": 10,
+    "I-LAN": 38,
+    "I-LAW": 12,
+    "I-LOC": 14,
+    "I-MON": 16,
+    "I-NOR": 18,
+    "I-ORD": 20,
+    "I-ORG": 22,
+    "I-PER": 24,
+    "I-PRC": 26,
+    "I-PRD": 28,
+    "I-QTY": 30,
+    "I-REG": 32,
+    "I-TIM": 34,
+    "I-WOA": 36,
+    "O": 0
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -102,7 +102,7 @@
   "output_past": true,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
-  "transformers_version": "4.33.2",
+  "transformers_version": "4.33.0",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 31923

tf_model.h5

@@ -1,3 +1,3 @@
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