Training complete

README.md

@@ -1,3 +1,69 @@
----
-license: mit
----
+---
+base_model: vinai/bartpho-syllable
+tags:
+- text2text-generation
+- generated_from_trainer
+metrics:
+- sacrebleu
+model-index:
+- name: vi-correction-model
+  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. -->
+
+# vi-correction-model
+
+This model is a fine-tuned version of [vinai/bartpho-syllable](https://huggingface.co/vinai/bartpho-syllable) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2603
+- Sacrebleu: 13.8971
+
+## 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: 20
+- eval_batch_size: 20
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 80
+- 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 | Sacrebleu |
+|:-------------:|:-----:|:----:|:---------------:|:---------:|
+| No log        | 0.96  | 12   | 0.7531          | 10.4358   |
+| No log        | 2.0   | 25   | 0.7129          | 10.4963   |
+| No log        | 2.96  | 37   | 0.4248          | 11.1595   |
+| No log        | 4.0   | 50   | 0.3501          | 11.6392   |
+| No log        | 4.96  | 62   | 0.3043          | 12.6744   |
+| No log        | 6.0   | 75   | 0.2758          | 13.4012   |
+| No log        | 6.96  | 87   | 0.2629          | 13.7842   |
+| No log        | 7.68  | 96   | 0.2603          | 13.8971   |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- 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": "4.40.2"
+}