End of training

README.md

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+---
+base_model: vinai/bartpho-word-base
+tags:
+- generated_from_trainer
+model-index:
+- name: bartpho-word-base-ed-with-tpl-ed-tpl-v3
+ 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. -->
+
+# bartpho-word-base-ed-with-tpl-ed-tpl-v3
+
+This model is a fine-tuned version of [vinai/bartpho-word-base](https://huggingface.co/vinai/bartpho-word-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0267
+- F1 Micro: 0.8050
+- Recall Micro: 0.8024
+- Precision Micro: 0.8075
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 8
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1 Micro | Recall Micro | Precision Micro |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:------------:|:---------------:|
+| No log | 0.9987 | 393 | 0.0270 | 0.7861 | 0.7727 | 0.8000 |
+| 0.0654 | 2.0 | 787 | 0.0262 | 0.7755 | 0.7798 | 0.7713 |
+| 0.0247 | 2.9987 | 1180 | 0.0246 | 0.7892 | 0.7816 | 0.7969 |
+| 0.0197 | 4.0 | 1574 | 0.0233 | 0.8078 | 0.7949 | 0.8210 |
+| 0.0197 | 4.9987 | 1967 | 0.0235 | 0.8064 | 0.8018 | 0.8110 |
+| 0.016 | 6.0 | 2361 | 0.0262 | 0.8027 | 0.7951 | 0.8104 |
+| 0.0123 | 6.9987 | 2754 | 0.0261 | 0.8080 | 0.8067 | 0.8093 |
+| 0.0102 | 7.9898 | 3144 | 0.0267 | 0.8050 | 0.8024 | 0.8075 |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+ "bos_token_id": 0,
+ "decoder_start_token_id": 2,
+ "eos_token_id": 2,
+ "forced_eos_token_id": 2,
+ "pad_token_id": 1,
+ "transformers_version": "4.41.2"
+}

model.safetensors

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