Commit
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df4e7cc
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Parent(s):
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End of training
Browse files- README.md +67 -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/mt5-small
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: working
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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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should probably proofread and complete it, then remove this comment. -->
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# working
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1953
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- Rouge1: 0.0416
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- Rouge2: 0.0103
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- Rougel: 0.0411
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- Rougelsum: 0.0412
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- Gen Len: 13.6933
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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: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| 9.9902 | 1.0 | 938 | 3.5849 | 0.0198 | 0.0053 | 0.0196 | 0.0197 | 11.0792 |
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| 4.5579 | 2.0 | 1876 | 3.2813 | 0.024 | 0.0067 | 0.0239 | 0.024 | 12.9491 |
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| 4.2559 | 3.0 | 2814 | 3.2169 | 0.0396 | 0.0093 | 0.0391 | 0.0393 | 13.7149 |
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| 4.1769 | 4.0 | 3752 | 3.1953 | 0.0416 | 0.0103 | 0.0411 | 0.0412 | 13.6933 |
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### Framework versions
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- Transformers 4.33.0
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- Pytorch 2.0.0
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- Datasets 2.1.0
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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": "4.33.0"
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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 1200772613
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4a7f9b409ea20b60842381550529ff65c9924ab82e8e239659c1233784db885
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size 1200772613
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