Model save
Browse files- README.md +77 -0
- generation_config.json +6 -0
- pytorch_model-00001-of-00002.bin +3 -0
- pytorch_model-00002-of-00002.bin +3 -0
- pytorch_model.bin.index.json +592 -0
README.md
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---
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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: longt5_xl_summ_screen_bp_only_30
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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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# longt5_xl_summ_screen_bp_only_30
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This model was trained from scratch on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.3973
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- Rouge1: 31.9833
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- Rouge2: 14.0141
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- Rougel: 22.6823
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- Rougelsum: 30.6424
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- Gen Len: 484.3964
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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: 0.0005
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 1024
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- total_eval_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- num_epochs: 15.0
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### Training results
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| Training Loss | Epoch | Step | Gen Len | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:--------:|:---------------:|:-------:|:-------:|:-------:|:---------:|
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| 0.324 | 0.97 | 14 | 246.7396 | 2.2376 | 40.4388 | 16.4662 | 28.0771 | 38.3405 |
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| 0.324 | 4.83 | 15 | 2.5727 | 30.0123 | 12.3701 | 21.2834 | 28.891 | 503.5651 |
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| 0.3036 | 5.95 | 19 | 2.2659 | 27.8421 | 11.1942 | 20.4713 | 26.6097 | 506.9527 |
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| 0.2941 | 6.78 | 22 | 2.2636 | 40.8304 | 17.3615 | 28.0971 | 39.0943 | 284.2308 |
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| 0.2642 | 7.9 | 26 | 2.2864 | 38.3377 | 15.8119 | 26.4838 | 36.5174 | 341.2515 |
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| 0.2604 | 8.73 | 29 | 2.4551 | 33.2021 | 13.6577 | 23.3288 | 31.8326 | 435.2633 |
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| 0.2237 | 9.84 | 33 | 2.6153 | 40.3297 | 15.3786 | 28.1208 | 38.2426 | 234.6124 |
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| 0.1904 | 10.96 | 37 | 2.6665 | 39.6006 | 14.9586 | 27.2453 | 37.6744 | 174.5740 |
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| 0.2247 | 11.79 | 40 | 2.7224 | 30.5957 | 13.3496 | 21.9712 | 29.22 | 500.5828 |
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| 0.182 | 12.9 | 44 | 3.2715 | 41.6828 | 17.0818 | 28.087 | 39.5947 | 259.6568 |
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| 0.182 | 13.18 | 45 | 2.3973 | 31.9833 | 14.0141 | 22.6823 | 30.6424 | 484.3964 |
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### Framework versions
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- Transformers 4.34.0.dev0
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- Pytorch 2.0.1+cu117
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- Datasets 2.14.5
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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": "4.34.0.dev0"
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}
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pytorch_model-00001-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:158449422dcb4cb5c95cfa81f690cf9df3e35c9c8c7a7224cf78104faaa9f695
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size 9970100058
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pytorch_model-00002-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:517ae94594dc8958077419959257e136f3e7cb73d326b2ba66bd758e5f80030e
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size 1429345899
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pytorch_model.bin.index.json
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