Model save
Browse files- README.md +70 -0
- generation_config.json +7 -0
- pytorch_model-00001-of-00002.bin +3 -0
- pytorch_model-00002-of-00002.bin +3 -0
- pytorch_model.bin.index.json +519 -0
README.md
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---
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license: apache-2.0
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base_model: t5-3b
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tags:
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- generated_from_trainer
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datasets:
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- squad
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model-index:
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- name: t5_3b_epoch_10
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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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# t5_3b_epoch_10
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This model is a fine-tuned version of [t5-3b](https://huggingface.co/t5-3b) on the squad dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.5926
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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: 0.0001
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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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- gradient_accumulation_steps: 32
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- total_train_batch_size: 256
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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: 10.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.147 | 1.0 | 342 | 1.0960 |
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| 0.9928 | 2.0 | 684 | 1.1021 |
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| 0.861 | 3.0 | 1026 | 1.1422 |
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| 0.7545 | 4.0 | 1368 | 1.2032 |
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| 0.6504 | 5.0 | 1710 | 1.2719 |
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| 0.5708 | 6.0 | 2053 | 1.3405 |
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| 0.5077 | 7.0 | 2395 | 1.4169 |
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| 0.452 | 8.0 | 2737 | 1.4925 |
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| 0.4063 | 9.0 | 3079 | 1.5488 |
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| 0.3863 | 9.99 | 3420 | 1.5926 |
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### Framework versions
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- Transformers 4.32.0.dev0
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- Pytorch 2.0.1+cu117
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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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"_from_model_config": true,
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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": "4.32.0.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 sha256:5bd2be64a168987f6d31fe92f55e1128aee80218e5e7234c2ea2d76d490e6627
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size 9997199990
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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:ea0441a85d16b7f43135c85a27c7c38a57f3d488869a08a51831f7641c5adfb7
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size 1409380055
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pytorch_model.bin.index.json
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