claudiatang
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End of training
Browse files- README.md +75 -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/flan-t5-base
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tags:
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: flan-t5-base-eng-hwp-kjv
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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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# flan-t5-base-eng-hwp-kjv
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.5821
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- Bleu: 5.0891
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- Gen Len: 18.8633
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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: 0.0003
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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: 15
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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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| No log | 1.0 | 420 | 1.6077 | 3.732 | 18.8506 |
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| 2.1314 | 2.0 | 840 | 1.4572 | 4.2893 | 18.8557 |
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| 1.5079 | 3.0 | 1260 | 1.3978 | 4.6504 | 18.8599 |
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| 1.2945 | 4.0 | 1680 | 1.3788 | 4.8595 | 18.8641 |
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| 1.1387 | 5.0 | 2100 | 1.3841 | 4.907 | 18.8819 |
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| 1.0142 | 6.0 | 2520 | 1.3776 | 5.0933 | 18.8743 |
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| 1.0142 | 7.0 | 2940 | 1.3912 | 5.1246 | 18.8726 |
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| 0.9024 | 8.0 | 3360 | 1.4158 | 5.1468 | 18.8692 |
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| 0.8227 | 9.0 | 3780 | 1.4403 | 5.1846 | 18.865 |
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| 0.749 | 10.0 | 4200 | 1.4685 | 5.0892 | 18.8844 |
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| 0.7012 | 11.0 | 4620 | 1.4997 | 5.1485 | 18.8852 |
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| 0.6446 | 12.0 | 5040 | 1.5162 | 5.2782 | 18.8776 |
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| 0.6446 | 13.0 | 5460 | 1.5465 | 5.0961 | 18.8743 |
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| 0.6063 | 14.0 | 5880 | 1.5588 | 5.0723 | 18.8768 |
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| 0.5801 | 15.0 | 6300 | 1.5821 | 5.0891 | 18.8633 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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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": "4.34.1"
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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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size 990408885
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version https://git-lfs.github.com/spec/v1
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size 990408885
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