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  1. .gitattributes +5 -0
  2. README.md +75 -0
  3. all_results.json +22 -0
  4. checkpoint-129072/config.json +59 -0
  5. checkpoint-129072/generation_config.json +12 -0
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  49. config.json +59 -0
  50. eval_results.json +10 -0
.gitattributes CHANGED
@@ -33,3 +33,8 @@ 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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+ checkpoint-215120/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-258144/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ language:
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+ - ja
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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_100p_sup2
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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_100p_sup2
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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: 0.6417
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+ - Bleu: 59.1835
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+ - Gen Len: 15.7226
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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: 2
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+ - eval_batch_size: 2
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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: 16
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+ - total_eval_batch_size: 8
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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: 2500
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+ - num_epochs: 15
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+ - mixed_precision_training: Native AMP
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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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+ | 0.7676 | 1.0 | 43024 | 0.7125 | 55.2526 | 16.382 |
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+ | 0.6349 | 2.0 | 86048 | 0.6547 | 58.202 | 15.9466 |
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+ | 0.537 | 3.0 | 129072 | 0.6417 | 59.1835 | 15.7226 |
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+ | 0.434 | 4.0 | 172096 | 0.6589 | 59.6194 | 15.702 |
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+ | 0.3504 | 5.0 | 215120 | 0.7117 | 59.352 | 15.7454 |
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+ | 0.2799 | 6.0 | 258144 | 0.7784 | 59.2034 | 15.6702 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.2.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
all_results.json ADDED
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+ {
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+ "epoch": 6.0,
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+ "eval_bleu": 59.1835,
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+ "eval_gen_len": 15.7226,
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+ "eval_loss": 0.6417234539985657,
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+ "eval_runtime": 6644.884,
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+ "eval_samples": 85914,
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+ "eval_samples_per_second": 12.929,
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+ "eval_steps_per_second": 1.616,
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+ "predict_bleu": 59.4091,
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+ "predict_gen_len": 16.1979,
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+ "predict_loss": 0.6332442164421082,
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+ "predict_runtime": 7442.4048,
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+ "predict_samples": 94835,
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+ "predict_samples_per_second": 12.743,
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+ "predict_steps_per_second": 1.593,
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+ "train_loss": 0.5174947596547979,
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+ "train_runtime": 240022.8696,
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+ "train_samples": 688378,
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+ "train_samples_per_second": 43.02,
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+ "train_steps_per_second": 2.689
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+ }
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+ "decoder_layers": 12,
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+ "decoder_start_token_id": 2,
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