Upload TFDistilBertForSequenceClassification

README.md

@@ -33,7 +33,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 3.0000000000000004e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3.0000000000000004e-05, 'decay_steps': 3400, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '__passive_serialization__': True}, 'warmup_steps': 5, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.4}
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 3.0000000000000004e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3.0000000000000004e-05, 'decay_steps': 3401, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '__passive_serialization__': True}, 'warmup_steps': 4, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.4}
 - training_precision: float32
 
 ### Training results

config.json

@@ -4,7 +4,7 @@
   "architectures": [
     "DistilBertForSequenceClassification"
   ],
-  "attention_dropout": 0.1,
+  "attention_dropout": 0.2,
   "dim": 768,
   "dropout": 0.2,
   "hidden_dim": 3072,
@@ -24,7 +24,7 @@
   "output_past": true,
   "pad_token_id": 0,
   "qa_dropout": 0.1,
-  "seq_classif_dropout": 0.5,
+  "seq_classif_dropout": 0.30000000000000004,
   "sinusoidal_pos_embds": true,
   "tie_weights_": true,
   "transformers_version": "4.30.2",

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f3d8b21b5bb60e807f1a15b6c14d2929a71dc36079f1a4276fb7beff183abf6e
+oid sha256:a8d2f3774ce6006b5606f646326f3fbd469abfcb21cd586de84223e2a08e7cfd
 size 711666800