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End of training

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  1. README.md +60 -0
  2. generation_config.json +16 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ license: cc-by-4.0
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+ base_model: Helsinki-NLP/opus-mt-en-de
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: medical_en_de_9_5
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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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+ # medical_en_de_9_5
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+
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+ This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-de](https://huggingface.co/Helsinki-NLP/opus-mt-en-de) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2061
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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: 0.0004
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+ - train_batch_size: 8
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 32
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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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+ - 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 |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.6319 | 4.35 | 3000 | 0.7730 |
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+ | 0.1332 | 8.71 | 6000 | 0.2061 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0.dev0
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+ - Pytorch 2.0.0
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+ - Datasets 2.1.0
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+ - Tokenizers 0.13.3
generation_config.json ADDED
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+ {
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+ "bad_words_ids": [
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+ [
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+ 58100
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+ ]
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+ ],
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+ "bos_token_id": 0,
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+ "decoder_start_token_id": 58100,
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+ "eos_token_id": 0,
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+ "forced_eos_token_id": 0,
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+ "max_length": 512,
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+ "num_beams": 4,
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+ "pad_token_id": 58100,
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+ "renormalize_logits": true,
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+ "transformers_version": "4.34.0.dev0"
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+ }
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