Fine-tuned BioGPT on ncbi-disease for BIO NER

README.md

@@ -4,8 +4,6 @@ license: mit
 base_model: microsoft/biogpt
 tags:
 - generated_from_trainer
-datasets:
-- ncbi_disease
 metrics:
 - precision
 - recall
@@ -13,29 +11,7 @@ metrics:
 - accuracy
 model-index:
 - name: mlma_lab7
-  results:
-  - task:
-      name: Token Classification
-      type: token-classification
-    dataset:
-      name: ncbi_disease
-      type: ncbi_disease
-      config: ncbi_disease
-      split: validation
-      args: ncbi_disease
-    metrics:
-    - name: Precision
-      type: precision
-      value: 0.4819148936170213
-    - name: Recall
-      type: recall
-      value: 0.5756035578144854
-    - name: F1
-      type: f1
-      value: 0.5246091488129705
-    - name: Accuracy
-      type: accuracy
-      value: 0.9604906337352414
+  results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -43,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # mlma_lab7
 
-This model is a fine-tuned version of [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) on the ncbi_disease dataset.
+This model is a fine-tuned version of [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1351
-- Precision: 0.4819
-- Recall: 0.5756
-- F1: 0.5246
-- Accuracy: 0.9605
+- Loss: 0.1364
+- Precision: 0.5215
+- Recall: 0.5210
+- F1: 0.5212
+- Accuracy: 0.9569
 
 ## Model description
 

model.safetensors

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special_tokens_map.json

@@ -1,7 +1,37 @@
 {
-  "bos_token": "<s>",
-  "eos_token": "</s>",
-  "pad_token": "<pad>",
-  "sep_token": "</s>",
-  "unk_token": "<unk>"
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
 }

training_args.bin

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