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: 0.1617
-- Validation Loss: 0.1951
-- Epoch: 1
+- Train Loss: 0.2654
+- Validation Loss: 0.1851
+- 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': 1324, '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': 0.1}
 - training_precision: mixed_float16
 
 ### Training results
 
 | Train Loss | Validation Loss | Epoch |
 |:----------:|:---------------:|:-----:|
-| 0.2719     | 0.2025          | 0     |
-| 0.1617     | 0.1951          | 1     |
+| 0.2654     | 0.1851          | 0     |
 
 
 ### Framework versions

config.json

@@ -12,23 +12,23 @@
   "hidden_size": 768,
   "id2label": {
     "0": "I-PER",
-    "1": "I-LOC",
-    "2": "O",
-    "3": "B-ORG",
-    "4": "B-LOC",
-    "5": "B-PER",
-    "6": "I-ORG"
+    "1": "O",
+    "2": "I-ORG",
+    "3": "B-PER",
+    "4": "B-ORG",
+    "5": "I-LOC",
+    "6": "B-LOC"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "B-LOC": 4,
-    "B-ORG": 3,
-    "B-PER": 5,
-    "I-LOC": 1,
-    "I-ORG": 6,
+    "B-LOC": 6,
+    "B-ORG": 4,
+    "B-PER": 3,
+    "I-LOC": 5,
+    "I-ORG": 2,
     "I-PER": 0,
-    "O": 2
+    "O": 1
   },
   "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:e3a724f8bf7eb6e000b2d134e3cec0bd5c90ef8ef9882f2a64c0580a74eaff46
-size 667370468
+oid sha256:1e738a7ffb156b131316286b414bb4d61c1827fa860071eb470b5816c74af7db
+size 667358180