Training in progress epoch 0

README.md

@@ -15,9 +15,8 @@ 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: 0.2233
-- Validation Loss: 0.1877
-- Train Accuracy: 0.9274
+- Train Loss: 0.4673
+- Validation Loss: 0.1937
 - Epoch: 0
 
 ## Model description
@@ -37,14 +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': {'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
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3000, '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}
+- training_precision: mixed_float16
 
 ### Training results
 
-| Train Loss | Validation Loss | Train Accuracy | Epoch |
-|:----------:|:---------------:|:--------------:|:-----:|
-| 0.2233     | 0.1877          | 0.9274         | 0     |
+| Train Loss | Validation Loss | Epoch |
+|:----------:|:---------------:|:-----:|
+| 0.4673     | 0.1937          | 0     |
 
 
 ### Framework versions

config.json

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

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 267951808
+oid sha256:724dfbf9aa4298e0af7cff1a606661091da2ebb2b7353a00396ad362e9ea0c8e
+size 267964096