mtl-dev/allergy_check_bert_turk_v1

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3414
-- Accuracy: 0.8993
+- Loss: 0.3577
+- Accuracy: 0.8955
 
 ## Model description
 
@@ -44,16 +44,18 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
 - lr_scheduler_type: linear
-- num_epochs: 3
+- num_epochs: 5
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 0.6158        | 1.0   | 135  | 0.3815          | 0.8806   |
-| 0.3324        | 2.0   | 270  | 0.3739          | 0.8881   |
-| 0.2554        | 3.0   | 405  | 0.3414          | 0.8993   |
+| 0.7828        | 1.0   | 135  | 0.3802          | 0.8843   |
+| 0.3478        | 2.0   | 270  | 0.3407          | 0.8955   |
+| 0.2755        | 3.0   | 405  | 0.3109          | 0.8993   |
+| 0.191         | 4.0   | 540  | 0.3558          | 0.8955   |
+| 0.1216        | 5.0   | 675  | 0.3577          | 0.8955   |
 
 
 ### Framework versions

model.safetensors

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tokenizer.json

@@ -1,21 +1,7 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 128,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
-  "padding": {
-    "strategy": {
-      "Fixed": 128
-    },
-    "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,

training_args.bin

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