Training in progress epoch 0

README.md

@@ -1,5 +1,4 @@
 ---
-base_model: medicalai/ClinicalBERT
 tags:
 - generated_from_keras_callback
 model-index:
@@ -12,10 +11,10 @@ probably proofread and complete it, then remove this comment. -->
 
 # FatemehYp/clinicalbert-complete_Diagnosis_in_responses_finetuned-squad
 
-This model is a fine-tuned version of [medicalai/ClinicalBERT](https://huggingface.co/medicalai/ClinicalBERT) on an unknown dataset.
+This model was trained from scratch on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 1.3473
-- Epoch: 2
+- Train Loss: 1.2579
+- Epoch: 0
 
 ## Model description
 
@@ -35,15 +34,13 @@ More information needed
 
 The following hyperparameters were used during training:
 - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 444, '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: float32
+- training_precision: mixed_float16
 
 ### Training results
 
 | Train Loss | Epoch |
 |:----------:|:-----:|
-| 2.5166     | 0     |
-| 1.5944     | 1     |
-| 1.3473     | 2     |
+| 1.2579     | 0     |
 
 
 ### Framework versions

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "medicalai/ClinicalBERT",
+  "_name_or_path": "clinicalbert-complete_Diagnosis_in_responses_finetuned-squad",
   "activation": "gelu",
   "architectures": [
     "DistilBertForQuestionAnswering"

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:12259eb56970ca0425fb21e5cd97d3b088b4d522e5f5293b16801b8240416a9f
+oid sha256:faddd8df1d114e9a55d7f804e65657a826d0dec357879a7ac16f4a3502d39e82
 size 539068392

tokenizer.json

@@ -1,21 +1,7 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 384,
-    "strategy": "OnlySecond",
-    "stride": 128
-  },
-  "padding": {
-    "strategy": {
-      "Fixed": 384
-    },
-    "direction": "Right",
-    "pad_to_multiple_of": null,
-    "pad_id": 0,
-    "pad_type_id": 0,
-    "pad_token": "[PAD]"
-  },
+  "truncation": null,
+  "padding": null,
   "added_tokens": [
     {
       "id": 0,

tokenizer_config.json

@@ -5,12 +5,19 @@
   "do_lower_case": true,
   "full_tokenizer_file": null,
   "mask_token": "[MASK]",
+  "max_length": 384,
   "model_max_length": 1000000000000000019884624838656,
   "never_split": null,
+  "pad_to_multiple_of": null,
   "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
   "sep_token": "[SEP]",
+  "stride": 128,
   "strip_accents": null,
   "tokenize_chinese_chars": true,
   "tokenizer_class": "DistilBertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "only_second",
   "unk_token": "[UNK]"
 }