Training in progress epoch 0

README.md

@@ -12,10 +12,10 @@ probably proofread and complete it, then remove this comment. -->
 
 # akmal2500/bert-finetuned-squad
 
-This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
+This model is a fine-tuned version of [akmal2500/bert-finetuned-squad](https://huggingface.co/akmal2500/bert-finetuned-squad) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.5698
-- Epoch: 2
+- Train Loss: 0.5715
+- Epoch: 0
 
 ## Model description
 
@@ -34,21 +34,19 @@ 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': 16635, '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': 5546, '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 | Epoch |
 |:----------:|:-----:|
-| 1.2623     | 0     |
-| 0.7763     | 1     |
-| 0.5698     | 2     |
+| 0.5715     | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.19.1
-- TensorFlow 2.8.0
-- Datasets 2.2.1
+- Transformers 4.20.1
+- TensorFlow 2.8.2
+- Datasets 2.3.2
 - Tokenizers 0.12.1

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "bert-base-cased",
+  "_name_or_path": "akmal2500/bert-finetuned-squad",
   "architectures": [
     "BertForQuestionAnswering"
   ],
@@ -18,7 +18,7 @@
   "num_hidden_layers": 12,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
-  "transformers_version": "4.19.1",
+  "transformers_version": "4.20.1",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 28996

special_tokens_map.json

@@ -1 +1,7 @@
-{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ebf1ea94137ce2012b35e243b345b64ed741537c4f3a4f4fd777d1b798576464
-size 431158288
+oid sha256:ea67614967aca8358977c40773c041b76d039759a5fe95935ea687bfc9c61bc7
+size 431154192

tokenizer_config.json

@@ -1 +1,14 @@
-{"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-cased", "tokenizer_class": "BertTokenizer"}
+{
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "akmal2500/bert-finetuned-squad",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}