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End of training

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  1. README.md +77 -0
  2. generation_config.json +6 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: t5-small
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - opus_books
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+ metrics:
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+ - bleu
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+ model-index:
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+ - name: my_awesome_opus_books_model
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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: opus_books
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+ type: opus_books
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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: 5.5014
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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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+ # my_awesome_opus_books_model
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+
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+ This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the opus_books dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.6410
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+ - Bleu: 5.5014
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+ - Gen Len: 17.6083
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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: 2e-05
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
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+ - seed: 42
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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: 2
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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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+ | 1.8953 | 1.0 | 3178 | 1.6645 | 5.3209 | 17.6224 |
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+ | 1.8509 | 2.0 | 6356 | 1.6410 | 5.5014 | 17.6083 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.32.1
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
generation_config.json ADDED
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+ {
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+ "decoder_start_token_id": 0,
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+ "eos_token_id": 1,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.32.1"
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+ }
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