End of training

README.md

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+---
+license: apache-2.0
+base_model: Ariffiq99/CRAB_bert_base_uncased_finetuned
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: KUCI_CRAB_bert_base_uncased_finetuned
+  results: []
+---
+
+<!-- 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. -->
+
+# KUCI_CRAB_bert_base_uncased_finetuned
+
+This model is a fine-tuned version of [Ariffiq99/CRAB_bert_base_uncased_finetuned](https://huggingface.co/Ariffiq99/CRAB_bert_base_uncased_finetuned) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.1337
+- F1: 0.5108
+
+## 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: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | F1     |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 1.2152        | 1.0   | 5196  | 1.1927          | 0.4659 |
+| 1.1585        | 2.0   | 10392 | 1.1525          | 0.4974 |
+| 1.109         | 3.0   | 15588 | 1.1288          | 0.5069 |
+| 1.0748        | 4.0   | 20784 | 1.1337          | 0.5108 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

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