Training in progress epoch 0

README.md

@@ -15,9 +15,9 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [sagorsarker/mbert-bengali-ner](https://huggingface.co/sagorsarker/mbert-bengali-ner) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0533
-- Validation Loss: 0.0578
-- Epoch: 1
+- Train Loss: 0.2646
+- Validation Loss: 0.1872
+- Epoch: 0
 
 ## Model description
 
@@ -36,15 +36,14 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- optimizer: {'inner_optimizer': {'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 1592, '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, 'weight_decay_rate': 0.01}}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000}
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 9552, '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, 'weight_decay_rate': 0.01}
 - training_precision: mixed_float16
 
 ### Training results
 
 | Train Loss | Validation Loss | Epoch |
 |:----------:|:---------------:|:-----:|
-| 0.1014     | 0.0652          | 0     |
-| 0.0533     | 0.0578          | 1     |
+| 0.2646     | 0.1872          | 0     |
 
 
 ### Framework versions

config.json

@@ -11,24 +11,24 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "O",
-    "1": "B-PER",
-    "2": "I-PER",
-    "3": "B-ORG",
-    "4": "I-ORG",
-    "5": "B-LOC",
-    "6": "I-LOC"
+    "0": "B-ORG",
+    "1": "I-LOC",
+    "2": "B-PER",
+    "3": "I-PER",
+    "4": "O",
+    "5": "I-ORG",
+    "6": "B-LOC"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "B-LOC": 5,
-    "B-ORG": 3,
-    "B-PER": 1,
-    "I-LOC": 6,
-    "I-ORG": 4,
-    "I-PER": 2,
-    "O": 0
+    "B-LOC": 6,
+    "B-ORG": 0,
+    "B-PER": 2,
+    "I-LOC": 1,
+    "I-ORG": 5,
+    "I-PER": 3,
+    "O": 4
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4482bb8898998ab80769d1b28e328ad403f002ba9dba8ed17af190a9412a8c8a
-size 667370468
+oid sha256:d030b5fb08eff4055c76f0555e8a5fbe85ffe289002bcf4f2f933c5b1b1d4f72
+size 667358180