Training in progress epoch 0

README.md

@@ -15,17 +15,17 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.6835
-- Train Accuracy: 0.5807
-- Train F1 M: 0.6227
-- Train Precision M: 0.4066
-- Train Recall M: 1.5628
-- Validation Loss: 0.6756
-- Validation Accuracy: 0.5937
-- Validation F1 M: 0.6390
-- Validation Precision M: 0.4063
-- Validation Recall M: 1.7203
-- Epoch: 1
+- Train Loss: 0.3898
+- Train Accuracy: 0.8294
+- Train F1 M: 0.3411
+- Train Precision M: 0.2894
+- Train Recall M: 0.4810
+- Validation Loss: 0.2440
+- Validation Accuracy: 0.8984
+- Validation F1 M: 0.5087
+- Validation Precision M: 0.3814
+- Validation Recall M: 0.8079
+- Epoch: 0
 
 ## Model description
 
@@ -44,15 +44,14 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 15160, '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}
+- optimizer: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3790, '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}
 - training_precision: float32
 
 ### Training results
 
 | Train Loss | Train Accuracy | Train F1 M | Train Precision M | Train Recall M | Validation Loss | Validation Accuracy | Validation F1 M | Validation Precision M | Validation Recall M | Epoch |
 |:----------:|:--------------:|:----------:|:-----------------:|:--------------:|:---------------:|:-------------------:|:---------------:|:----------------------:|:-------------------:|:-----:|
-| 0.6885     | 0.5696         | 0.4983     | 0.3705            | 0.9997         | 0.6757          | 0.5937              | 0.6390          | 0.4063                 | 1.7203              | 0     |
-| 0.6835     | 0.5807         | 0.6227     | 0.4066            | 1.5628         | 0.6756          | 0.5937              | 0.6390          | 0.4063                 | 1.7203              | 1     |
+| 0.3898     | 0.8294         | 0.3411     | 0.2894            | 0.4810         | 0.2440          | 0.8984              | 0.5087          | 0.3814                 | 0.8079              | 0     |
 
 
 ### Framework versions

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:679bba5b1db460fe4b00af9532b667cd1cba4353d674ed524e5b2dfca42d3288
 size 1341127728