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 [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0002
-- Validation Loss: 0.0000
-- Epoch: 2
+- Train Loss: 0.0406
+- Validation Loss: 0.0005
+- Epoch: 0
 
 ## Model description
 
@@ -43,14 +43,12 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Epoch |
 |:----------:|:---------------:|:-----:|
-| 0.0399     | 0.0004          | 0     |
-| 0.0008     | 0.0001          | 1     |
-| 0.0002     | 0.0000          | 2     |
+| 0.0406     | 0.0005          | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.33.0
+- Transformers 4.37.0
 - TensorFlow 2.12.0
 - Datasets 2.16.2.dev0
-- Tokenizers 0.13.3
+- Tokenizers 0.15.1

config.json

@@ -11,62 +11,62 @@
   "hidden_size": 768,
   "id2label": {
     "0": "O",
-    "1": "B-UNIT_NAME",
-    "2": "I-UNIT_NAME",
-    "3": "B-TEMPLATE_NAME",
-    "4": "I-TEMPLATE_NAME",
-    "5": "B-PROTOCOL_NAME",
-    "6": "I-PROTOCOL_NAME",
-    "7": "B-MACRO_NAME",
-    "8": "I-MACRO_NAME",
+    "1": "B-CLINICAL_NOTE",
+    "2": "I-CLINICAL_NOTE",
+    "3": "B-GO_TO_LOCATION",
+    "4": "I-GO_TO_LOCATION",
+    "5": "B-ROUTINE_NAME",
+    "6": "I-ROUTINE_NAME",
+    "7": "B-UNIT_NAME",
+    "8": "I-UNIT_NAME",
     "9": "B-PATIENT_NAME",
     "10": "I-PATIENT_NAME",
-    "11": "B-SHOWME_SPECIFIC_SCORE_MODAL",
-    "12": "I-SHOWME_SPECIFIC_SCORE_MODAL",
-    "13": "B-ROUTINE_NAME",
-    "14": "I-ROUTINE_NAME",
-    "15": "B-SUBMIT_CONTEXT",
-    "16": "I-SUBMIT_CONTEXT",
+    "11": "B-TEMPLATE_NAME",
+    "12": "I-TEMPLATE_NAME",
+    "13": "B-ORDER_ITEM",
+    "14": "I-ORDER_ITEM",
+    "15": "B-MACRO_NAME",
+    "16": "I-MACRO_NAME",
     "17": "B-SHOWME_SPECIFIC_VITALS_MODAL",
     "18": "I-SHOWME_SPECIFIC_VITALS_MODAL",
-    "19": "B-CLINICAL_NOTE",
-    "20": "I-CLINICAL_NOTE",
-    "21": "B-ORDER_ITEM",
-    "22": "I-ORDER_ITEM",
-    "23": "B-SHOWME_SPECIFIC_LABRESULTS_MODAL",
-    "24": "I-SHOWME_SPECIFIC_LABRESULTS_MODAL",
-    "25": "B-GO_TO_LOCATION",
-    "26": "I-GO_TO_LOCATION"
+    "19": "B-PROTOCOL_NAME",
+    "20": "I-PROTOCOL_NAME",
+    "21": "B-SHOWME_SPECIFIC_LABRESULTS_MODAL",
+    "22": "I-SHOWME_SPECIFIC_LABRESULTS_MODAL",
+    "23": "B-SUBMIT_CONTEXT",
+    "24": "I-SUBMIT_CONTEXT",
+    "25": "B-SHOWME_SPECIFIC_SCORE_MODAL",
+    "26": "I-SHOWME_SPECIFIC_SCORE_MODAL"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
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-    "B-GO_TO_LOCATION": 25,
-    "B-MACRO_NAME": 7,
-    "B-ORDER_ITEM": 21,
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+    "B-MACRO_NAME": 15,
+    "B-ORDER_ITEM": 13,
     "B-PATIENT_NAME": 9,
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-    "B-ROUTINE_NAME": 13,
-    "B-SHOWME_SPECIFIC_LABRESULTS_MODAL": 23,
-    "B-SHOWME_SPECIFIC_SCORE_MODAL": 11,
+    "B-PROTOCOL_NAME": 19,
+    "B-ROUTINE_NAME": 5,
+    "B-SHOWME_SPECIFIC_LABRESULTS_MODAL": 21,
+    "B-SHOWME_SPECIFIC_SCORE_MODAL": 25,
     "B-SHOWME_SPECIFIC_VITALS_MODAL": 17,
-    "B-SUBMIT_CONTEXT": 15,
-    "B-TEMPLATE_NAME": 3,
-    "B-UNIT_NAME": 1,
-    "I-CLINICAL_NOTE": 20,
-    "I-GO_TO_LOCATION": 26,
-    "I-MACRO_NAME": 8,
-    "I-ORDER_ITEM": 22,
+    "B-SUBMIT_CONTEXT": 23,
+    "B-TEMPLATE_NAME": 11,
+    "B-UNIT_NAME": 7,
+    "I-CLINICAL_NOTE": 2,
+    "I-GO_TO_LOCATION": 4,
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+    "I-ORDER_ITEM": 14,
     "I-PATIENT_NAME": 10,
-    "I-PROTOCOL_NAME": 6,
-    "I-ROUTINE_NAME": 14,
-    "I-SHOWME_SPECIFIC_LABRESULTS_MODAL": 24,
-    "I-SHOWME_SPECIFIC_SCORE_MODAL": 12,
+    "I-PROTOCOL_NAME": 20,
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-    "I-SUBMIT_CONTEXT": 16,
-    "I-TEMPLATE_NAME": 4,
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+    "I-UNIT_NAME": 8,
     "O": 0
   },
   "layer_norm_eps": 1e-12,
@@ -82,7 +82,7 @@
   "pooler_size_per_head": 128,
   "pooler_type": "first_token_transform",
   "position_embedding_type": "absolute",
-  "transformers_version": "4.33.0",
+  "transformers_version": "4.37.0",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 29794

tf_model.h5

@@ -1,3 +1,3 @@
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 size 433686580

tokenizer_config.json

@@ -1,4 +1,46 @@
 {
+  "added_tokens_decoder": {
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+      "lstrip": false,
+      "normalized": false,
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+  },
   "clean_up_tokenization_spaces": true,
   "cls_token": "[CLS]",
   "do_basic_tokenize": true,