Commit
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5aada4d
1
Parent(s):
1dcaa62
End of training
Browse files- README.md +78 -1
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license:
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---
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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: 6.1316
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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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# my_awesome_opus_books_model
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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: 1.5288
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- Bleu: 6.1316
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- Gen Len: 17.6027
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 16
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- eval_batch_size: 16
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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: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:-------:|
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| 1.8546 | 1.0 | 6355 | 1.6202 | 5.5472 | 17.633 |
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| 1.7716 | 2.0 | 12710 | 1.5704 | 5.8852 | 17.6145 |
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| 1.743 | 3.0 | 19065 | 1.5452 | 6.0097 | 17.6003 |
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| 1.7302 | 4.0 | 25420 | 1.5329 | 6.0896 | 17.6055 |
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| 1.6991 | 5.0 | 31775 | 1.5288 | 6.1316 | 17.6027 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.4
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- Tokenizers 0.13.3
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generation_config.json
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 242071641
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:a16968af98d87865332516213486292a3ef5bc55492f5511edf39cd49a662e31
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size 242071641
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