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 [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0995
-- Validation Loss: 0.1463
-- Train Accuracy: 0.93
-- Epoch: 2
+- Train Loss: 0.2233
+- Validation Loss: 0.1877
+- Train Accuracy: 0.9274
+- Epoch: 0
 
 ## Model description
 
@@ -37,16 +37,14 @@ 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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 5000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 7810, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_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 |
 |:----------:|:---------------:|:--------------:|:-----:|
-| 0.4766     | 0.1981          | 0.922          | 0     |
-| 0.1461     | 0.1705          | 0.9285         | 1     |
-| 0.0995     | 0.1463          | 0.93           | 2     |
+| 0.2233     | 0.1877          | 0.9274         | 0     |
 
 
 ### Framework versions

config.json

@@ -9,21 +9,13 @@
   "dropout": 0.1,
   "hidden_dim": 3072,
   "id2label": {
-    "0": "SADNESS",
-    "1": "JOY ",
-    "2": "LOVE",
-    "3": "ANGER",
-    "4": "FEAR",
-    "5": "SURPRISE "
+    "0": "NEGATIVE",
+    "1": "POSITIVE"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "ANGER": 3,
-    "FEAR ": 4,
-    "JOY": 1,
-    "LOVE": 2,
-    "SADNESS": 0,
-    "SURPRISE ": 5
+    "NEGATIVE": 0,
+    "POSITIVE": 1
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

tf_model.h5

@@ -1,3 +1,3 @@
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-size 267964096
+oid sha256:843b921ec48fa734684144289ef491853792170acacc29faa638ebbd8fb46172
+size 267951808