sriram-sanjeev9s
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Model save
Browse files- README.md +95 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: google-t5/t5-base
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tags:
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- generated_from_trainer
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datasets:
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- wmt14
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metrics:
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- bleu
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model-index:
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- name: T5_base_wmt14_En_Fr_1million
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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: wmt14
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type: wmt14
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config: fr-en
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split: validation
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args: fr-en
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metrics:
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- name: Bleu
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type: bleu
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value: 8.5002
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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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# T5_base_wmt14_En_Fr_1million
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This model is a fine-tuned version of [google-t5/t5-base](https://huggingface.co/google-t5/t5-base) on the wmt14 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9945
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- Bleu: 8.5002
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- Gen Len: 18.0143
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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: 0.001
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- train_batch_size: 60
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- eval_batch_size: 60
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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: 20
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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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| 0.9735 | 1.0 | 1667 | 1.1059 | 9.3433 | 17.994 |
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| 0.8671 | 2.0 | 3334 | 1.1192 | 9.3551 | 18.008 |
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| 0.7975 | 3.0 | 5001 | 1.1509 | 9.4297 | 17.996 |
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| 0.737 | 4.0 | 6668 | 1.1819 | 9.0739 | 18.0223 |
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| 0.6746 | 5.0 | 8335 | 1.2076 | 9.1258 | 17.9873 |
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| 0.6314 | 6.0 | 10002 | 1.2640 | 9.1364 | 18.0207 |
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| 0.5833 | 7.0 | 11669 | 1.2948 | 8.8072 | 17.9907 |
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| 0.5349 | 8.0 | 13336 | 1.3525 | 8.8513 | 17.9867 |
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| 0.5025 | 9.0 | 15003 | 1.4087 | 8.7599 | 18.0027 |
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| 0.4614 | 10.0 | 16670 | 1.4562 | 8.6011 | 18.015 |
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| 0.4227 | 11.0 | 18337 | 1.5169 | 8.6315 | 18.018 |
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| 0.3938 | 12.0 | 20004 | 1.5842 | 8.6045 | 18.0133 |
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| 0.358 | 13.0 | 21671 | 1.6334 | 8.459 | 17.9997 |
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| 0.3271 | 14.0 | 23338 | 1.6989 | 8.4979 | 17.9937 |
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| 0.3056 | 15.0 | 25005 | 1.7529 | 8.5421 | 18.0357 |
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| 0.278 | 16.0 | 26672 | 1.8151 | 8.3963 | 18.0027 |
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| 0.2548 | 17.0 | 28339 | 1.8812 | 8.3497 | 18.0193 |
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| 0.238 | 18.0 | 30006 | 1.9249 | 8.4306 | 18.0227 |
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| 0.223 | 19.0 | 31673 | 1.9742 | 8.5156 | 18.013 |
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| 0.2112 | 20.0 | 33340 | 1.9945 | 8.5002 | 18.0143 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 1.12.1
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- Datasets 2.18.0
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- Tokenizers 0.13.2
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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 891700799
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f3d7a96876421c432137e3983a21682e908b3b2ec4b42f88c7f112ac098cd1e
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size 891700799
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