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  1. .gitattributes +4 -0
  2. README.md +76 -0
  3. all_results.json +22 -0
  4. checkpoint-4000/config.json +59 -0
  5. checkpoint-4000/generation_config.json +12 -0
  6. checkpoint-4000/optimizer.pt +3 -0
  7. checkpoint-4000/pytorch_model.bin +3 -0
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  13. checkpoint-4000/sentencepiece.bpe.model +3 -0
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  17. checkpoint-4000/trainer_state.json +107 -0
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  19. checkpoint-7000/config.json +59 -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-4000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-7000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ checkpoint-8000/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: jako_mbartLarge_6p_run1
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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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+ # jako_mbartLarge_6p_run1
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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: 1.1539
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+ - Bleu: 26.2658
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+ - Gen Len: 19.3961
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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: 300
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+ - num_epochs: 10
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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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+ | 1.4641 | 0.48 | 1000 | 1.3276 | 21.6162 | 19.4434 |
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+ | 1.2615 | 0.96 | 2000 | 1.1866 | 24.346 | 19.4734 |
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+ | 0.9103 | 1.44 | 3000 | 1.1638 | 25.4249 | 19.0086 |
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+ | 0.8285 | 1.92 | 4000 | 1.1539 | 26.2658 | 19.3961 |
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+ | 0.5977 | 2.4 | 5000 | 1.1978 | 25.5651 | 19.6248 |
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+ | 0.5423 | 2.88 | 6000 | 1.1830 | 26.8441 | 19.1349 |
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+ | 0.3816 | 3.36 | 7000 | 1.2670 | 26.1301 | 19.1207 |
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+ | 0.3412 | 3.84 | 8000 | 1.2870 | 26.7783 | 19.2417 |
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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": 3.84,
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+ "eval_bleu": 26.2658,
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+ "eval_gen_len": 19.3961,
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+ "eval_loss": 1.1539206504821777,
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+ "eval_runtime": 299.6961,
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+ "eval_samples": 4166,
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+ "eval_samples_per_second": 13.901,
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+ "eval_steps_per_second": 0.871,
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+ "predict_bleu": 27.1895,
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+ "predict_gen_len": 19.5377,
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+ "predict_loss": 1.1625903844833374,
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+ "predict_runtime": 296.6162,
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+ "predict_samples": 4166,
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+ "predict_samples_per_second": 14.045,
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+ "predict_steps_per_second": 0.88,
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+ "train_loss": 0.8543571968078614,
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+ "train_runtime": 11541.5643,
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+ "train_samples": 33333,
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+ "train_samples_per_second": 28.881,
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+ "train_steps_per_second": 1.805
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+ }
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+ "activation_dropout": 0.0,
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+ "activation_function": "relu",
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+ "add_bias_logits": false,
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+ "MBartForConditionalGeneration"
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+ ],
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+ "decoder_ffn_dim": 4096,
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+ "decoder_layerdrop": 0.0,
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+ "decoder_layers": 12,
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+ "decoder_start_token_id": 2,
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+ "dropout": 0.1,
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+ "early_stopping": true,
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+ "use_cache": true,
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+ "vocab_size": 250054
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+ }
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