Training complete
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README.md
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---
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license: apache-2.0
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base_model: Helsinki-NLP/opus-mt-en-fr
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tags:
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- generated_from_trainer
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datasets:
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- kde4
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model-index:
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- name: marian-finetuned-kde4-en-to-fr
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results:
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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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This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-fr](https://huggingface.co/Helsinki-NLP/opus-mt-en-fr) on the kde4 dataset.
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It achieves the following results on the evaluation set:
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- eval_samples_per_second: 37.61
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- eval_steps_per_second: 0.295
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- step: 0
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size:
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- eval_batch_size:
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- seed: 42
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- optimizer:
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- lr_scheduler_type: linear
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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.
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- Pytorch 2.
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- Datasets
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- Tokenizers 0.
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---
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library_name: transformers
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license: apache-2.0
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base_model: Helsinki-NLP/opus-mt-en-fr
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tags:
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- generated_from_trainer
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datasets:
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- kde4
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metrics:
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- bleu
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model-index:
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- name: marian-finetuned-kde4-en-to-fr
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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dataset:
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name: kde4
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type: kde4
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config: en-fr
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split: train
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args: en-fr
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metrics:
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- name: Bleu
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type: bleu
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value: 52.90204973205105
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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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This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-fr](https://huggingface.co/Helsinki-NLP/opus-mt-en-fr) on the kde4 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8554
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- Model Preparation Time: 0.0156
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- Bleu: 52.9020
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 32
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- eval_batch_size: 64
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.46.3
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- Pytorch 2.5.1+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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generation_config.json
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"num_beams": 4,
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"pad_token_id": 59513,
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"renormalize_logits": true,
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"transformers_version": "4.
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}
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"num_beams": 4,
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"pad_token_id": 59513,
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"renormalize_logits": true,
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"transformers_version": "4.46.3"
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}
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runs/Dec10_06-32-16_043e7362f896/events.out.tfevents.1733813924.043e7362f896.754.0
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runs/Dec10_06-32-16_043e7362f896/events.out.tfevents.1733819148.043e7362f896.754.1
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