End of training

README.md

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+---
+base_model: vinai/bartpho-syllable
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: bartpho-syllable-sport
+  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-syllable-sport
+
+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: 2.5564
+- Rouge1: 22.1502
+- Rouge2: 10.6731
+- Rougel: 17.0415
+- Rougelsum: 19.4188
+- Gen Len: 20.0
+
+## 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: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 16
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
+| 0.7288        | 1.0   | 2897  | 1.5132          | 22.8736 | 10.7796 | 17.5095 | 20.0227   | 20.0    |
+| 0.6559        | 2.0   | 5794  | 1.5787          | 22.6719 | 11.5016 | 17.6212 | 20.1146   | 20.0    |
+| 0.588         | 3.0   | 8691  | 1.6882          | 22.5239 | 11.3821 | 17.592  | 20.0007   | 20.0    |
+| 0.4995        | 4.0   | 11588 | 1.7667          | 22.485  | 11.0341 | 17.379  | 19.7174   | 20.0    |
+| 0.4345        | 5.0   | 14485 | 1.8834          | 22.2374 | 11.2249 | 17.4357 | 19.6897   | 20.0    |
+| 0.376         | 6.0   | 17382 | 2.0113          | 22.0062 | 10.9701 | 17.1091 | 19.4408   | 20.0    |
+| 0.3324        | 7.0   | 20279 | 2.1052          | 22.276  | 11.0747 | 17.3729 | 19.6683   | 20.0    |
+| 0.288         | 8.0   | 23176 | 2.2021          | 22.5061 | 11.077  | 17.3248 | 19.7652   | 20.0    |
+| 0.2597        | 9.0   | 26073 | 2.2556          | 22.1242 | 10.9297 | 17.1186 | 19.5203   | 20.0    |
+| 0.2143        | 10.0  | 28970 | 2.3314          | 22.0919 | 10.8978 | 17.1433 | 19.4825   | 20.0    |
+| 0.1862        | 11.0  | 31867 | 2.3885          | 22.1965 | 10.6584 | 17.028  | 19.4857   | 20.0    |
+| 0.164         | 12.0  | 34764 | 2.4553          | 22.1645 | 10.8153 | 17.0451 | 19.4125   | 20.0    |
+| 0.1434        | 13.0  | 37661 | 2.4914          | 22.1914 | 10.8805 | 17.085  | 19.4976   | 20.0    |
+| 0.1275        | 14.0  | 40558 | 2.5209          | 22.2731 | 10.817  | 17.2177 | 19.5875   | 20.0    |
+| 0.1172        | 15.0  | 43455 | 2.5463          | 22.1502 | 10.8105 | 17.1025 | 19.4512   | 20.0    |
+| 0.1072        | 16.0  | 46352 | 2.5564          | 22.1502 | 10.6731 | 17.0415 | 19.4188   | 20.0    |
+
+
+### Framework versions
+
+- Transformers 4.38.1
+- Pytorch 2.1.0+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

config.json

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+{
+  "_name_or_path": "vinai/bartpho-syllable",
+  "activation_dropout": 0.0,
+  "activation_function": "gelu",
+  "architectures": [
+    "MBartForConditionalGeneration"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "classifier_dropout": 0.0,
+  "d_model": 1024,
+  "decoder_attention_heads": 16,
+  "decoder_ffn_dim": 4096,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 12,
+  "decoder_start_token_id": 2,
+  "dropout": 0.1,
+  "encoder_attention_heads": 16,
+  "encoder_ffn_dim": 4096,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 12,
+  "eos_token_id": 2,
+  "forced_eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "max_position_embeddings": 1024,
+  "model_type": "mbart",
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "scale_embedding": false,
+  "tokenizer_class": "BartphoTokenizer",
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.1",
+  "use_cache": true,
+  "vocab_size": 40030
+}

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": "4.38.1"
+}

model.safetensors

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+oid sha256:8ae714698765353a9f024978cef04d30ea30d092ff193d8a586fdb15353dc7d8
+size 1583480280

runs/Mar12_10-23-57_d5f8b6fd30a3/events.out.tfevents.1710239040.d5f8b6fd30a3.102875.0

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sentencepiece.bpe.model

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special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "40029": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": "<mask>",
+  "model_max_length": 1024,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "BartphoTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

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