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  1. .gitattributes +4 -0
  2. README.md +77 -0
  3. all_results.json +22 -0
  4. checkpoint-25000/config.json +59 -0
  5. checkpoint-25000/generation_config.json +12 -0
  6. checkpoint-25000/optimizer.pt +3 -0
  7. checkpoint-25000/pytorch_model.bin +3 -0
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  13. checkpoint-25000/sentencepiece.bpe.model +3 -0
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  49. config.json +59 -0
  50. eval_results.json +10 -0
.gitattributes CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-25000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-40000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-45000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ language:
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+ - en
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+ - ko
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+ base_model: facebook/mbart-large-50-many-to-many-mmt
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - bleu
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+ model-index:
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+ - name: enko_mbartLarge_36p_exp1
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # enko_mbartLarge_36p_exp1
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+
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+ This model is a fine-tuned version of [facebook/mbart-large-50-many-to-many-mmt](https://huggingface.co/facebook/mbart-large-50-many-to-many-mmt) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.2181
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+ - Bleu: 15.4063
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+ - Gen Len: 14.7808
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 4
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 4
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 32
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+ - total_eval_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 15
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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+ |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
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+ | 1.4235 | 0.46 | 5000 | 1.3893 | 12.3168 | 14.6634 |
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+ | 1.3281 | 0.93 | 10000 | 1.2917 | 14.3522 | 14.9186 |
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+ | 1.2506 | 1.39 | 15000 | 1.2669 | 14.3525 | 14.9494 |
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+ | 1.1603 | 1.86 | 20000 | 1.2283 | 15.248 | 15.0062 |
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+ | 1.0765 | 2.32 | 25000 | 1.2181 | 15.4063 | 14.7808 |
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+ | 1.1019 | 2.79 | 30000 | 1.2753 | 14.3608 | 14.9014 |
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+ | 1.0504 | 3.25 | 35000 | 1.2334 | 15.3253 | 14.7948 |
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+ | 0.9431 | 3.72 | 40000 | 1.2512 | 15.2534 | 14.7293 |
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+ | 0.8394 | 4.18 | 45000 | 1.2971 | 14.9999 | 14.7993 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.1
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
all_results.json ADDED
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+ {
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+ "epoch": 4.18,
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+ "eval_bleu": 15.4063,
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+ "eval_gen_len": 14.7808,
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+ "eval_loss": 1.2180595397949219,
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+ "eval_runtime": 1209.5725,
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+ "eval_samples": 21605,
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+ "eval_samples_per_second": 17.862,
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+ "eval_steps_per_second": 1.117,
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+ "predict_bleu": 16.163,
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+ "predict_gen_len": 14.8185,
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+ "predict_loss": 1.214425802230835,
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+ "predict_runtime": 1210.3365,
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+ "predict_samples": 21606,
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+ "predict_samples_per_second": 17.851,
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+ "predict_steps_per_second": 1.116,
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+ "train_loss": 1.1734986402723524,
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+ "train_runtime": 45995.7579,
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+ "train_samples": 172202,
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+ "train_samples_per_second": 56.158,
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+ "train_steps_per_second": 3.51
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+ }
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+ {
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+ "_name_or_path": "facebook/mbart-large-50-many-to-many-mmt",
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+ "vocab_size": 250054
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+ }
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