End of training

README.md

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+---
+base_model: philschmid/BERT-Banking77
+tags:
+- generated_from_trainer
+datasets:
+- banking77
+metrics:
+- f1
+model-index:
+- name: mytt
+  results:
+  - task:
+      name: Text Classification
+      type: text-classification
+    dataset:
+      name: banking77
+      type: banking77
+      config: default
+      split: test
+      args: default
+    metrics:
+    - name: F1
+      type: f1
+      value: 0.9341176169061475
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# mytt
+
+This model is a fine-tuned version of [philschmid/BERT-Banking77](https://huggingface.co/philschmid/BERT-Banking77) on the banking77 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3773
+- F1: 0.9341
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 0.6045        | 1.0   | 626  | 0.4252          | 0.9146 |
+| 0.1566        | 2.0   | 1252 | 0.3960          | 0.9289 |
+| 0.0664        | 3.0   | 1878 | 0.3773          | 0.9341 |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.1+cu121
+- Datasets 2.14.6
+- Tokenizers 0.14.1

runs/Dec24_22-56-02_DESKTOP-4PF3H2T/events.out.tfevents.1703448128.DESKTOP-4PF3H2T.43708.1

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