Training completed

README.md

@@ -0,0 +1,63 @@
+---
+base_model: vinai/bartpho-syllable
+tags:
+- text2text-generation
+- generated_from_trainer
+metrics:
+- sacrebleu
+model-index:
+- name: vietnamese-correction-202
+  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. -->
+
+# vietnamese-correction-202
+
+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: 0.2622
+- Sacrebleu: 27.4454
+
+## 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: 0.0001
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Sacrebleu |
+|:-------------:|:------:|:----:|:---------------:|:---------:|
+| 0.2368        | 4.2667 | 2000 | 0.2621          | 27.3051   |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.1.2
+- Datasets 2.19.2
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,8 @@
+{
+  "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

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7d7aa806d04c7e35f79377f24194082ae9254d7f770eabe8f08a3094114ae93b
+oid sha256:1db707f46a18ae1d67e681eb8f9acc78fd1959c1ae56d6a676d12b8371332eb6
 size 1583480280

runs/Jun10_08-36-27_a5cb0718084e/events.out.tfevents.1718008708.a5cb0718084e.34.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:542ac2aa8275a9f76ebaaf3468db44e052566065bb463be58828ad11710b284f
-size 6123
+oid sha256:af64d7cb2730e9dada13bcb776ea9db5db3b43cd12be2b7bfc5ba33523f1b7a7
+size 6477

runs/Jun10_08-36-27_a5cb0718084e/events.out.tfevents.1718012872.a5cb0718084e.34.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de1baa90c5c6e56c6e7de49a7b235faa4d1dd708385b51f4ce79194d41c90bdd
+size 412