Training in progress epoch 0

README.md

@@ -14,10 +14,10 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0326
-- Validation Loss: 0.1808
-- Train Accuracy: 0.9457
-- Epoch: 4
+- Train Loss: 0.5194
+- Validation Loss: 0.2501
+- Train Accuracy: 0.9310
+- Epoch: 0
 
 ## Model description
 
@@ -36,18 +36,14 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 255, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
+- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 565, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
 - training_precision: float32
 
 ### Training results
 
 | Train Loss | Validation Loss | Train Accuracy | Epoch |
 |:----------:|:---------------:|:--------------:|:-----:|
-| 0.2968     | 0.2450          | 0.8804         | 0     |
-| 0.1445     | 0.1938          | 0.9457         | 1     |
-| 0.0745     | 0.1773          | 0.9348         | 2     |
-| 0.0491     | 0.1836          | 0.9457         | 3     |
-| 0.0326     | 0.1808          | 0.9457         | 4     |
+| 0.5194     | 0.2501          | 0.9310         | 0     |
 
 
 ### Framework versions

config.json

@@ -9,13 +9,15 @@
   "dropout": 0.1,
   "hidden_dim": 3072,
   "id2label": {
-    "0": "NO",
-    "1": "YES"
+    "0": "No Problem Was Found",
+    "1": "Missing Follow-up",
+    "2": "Summary or Status Not Clear"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "NO": 0,
-    "YES": 1
+    "Missing Follow-up": 1,
+    "No Problem Was Found": 0,
+    "Summary or Status Not Clear": 2
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

tf_model.h5

@@ -1,3 +1,3 @@
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-size 267951808
+oid sha256:9d67e116cf2d6f4ce2ee7217410ec7d0cdcb36cb21450ec529aa3dad54e600ee
+size 267954880