End of training
Browse files- README.md +68 -0
- generation_config.json +6 -0
- model.safetensors +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-large
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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: flan-t5-large-mawpnli-calcx-pt
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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-large-mawpnli-calcx-pt
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This model is a fine-tuned version of [google/flan-t5-large](https://huggingface.co/google/flan-t5-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1463
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- Rouge1: 95.656
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- Rouge2: 88.9634
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- Rougel: 95.5287
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- Rougelsum: 95.5315
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- Gen Len: 12.6808
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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: 5e-05
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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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- 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: 5
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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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| No log | 1.0 | 426 | 0.1577 | 94.7455 | 86.4792 | 94.3396 | 94.3571 | 12.5962 |
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| 0.2457 | 2.0 | 852 | 0.1341 | 95.3972 | 88.4764 | 95.1413 | 95.1511 | 12.7207 |
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| 0.0797 | 3.0 | 1278 | 0.1313 | 95.4361 | 88.078 | 95.221 | 95.2056 | 12.5692 |
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| 0.0573 | 4.0 | 1704 | 0.1483 | 95.3949 | 88.188 | 95.1917 | 95.2055 | 12.5974 |
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| 0.0404 | 5.0 | 2130 | 0.1463 | 95.656 | 88.9634 | 95.5287 | 95.5315 | 12.6808 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 1.12.1+cu113
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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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": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 3132668808
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version https://git-lfs.github.com/spec/v1
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oid sha256:26f2c6271c00f18cdfa87ed1943cb9bd3358af7f4ade0102b56906ded97030e2
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size 3132668808
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