End of training
Browse files
README.md
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.
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- Rouge1:
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- Rouge2: 1.
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- Rougel:
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- Rougelsum:
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- Gen Len:
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## Model description
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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:
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- eval_batch_size:
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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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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 |
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| No log | 2.0 |
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| No log | 3.0 |
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### Framework versions
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1264
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- Rouge1: 7.7091
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- Rouge2: 1.308
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- Rougel: 6.1382
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- Rougelsum: 7.2391
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- Gen Len: 19.0
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## Model description
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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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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 125 | 3.1340 | 6.9387 | 1.0696 | 5.7064 | 6.5921 | 18.998 |
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| No log | 2.0 | 250 | 3.1286 | 7.3927 | 1.1818 | 5.9991 | 6.9879 | 19.0 |
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| No log | 3.0 | 375 | 3.1285 | 7.7059 | 1.2952 | 6.1643 | 7.2308 | 19.0 |
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| 3.4857 | 4.0 | 500 | 3.1264 | 7.7091 | 1.308 | 6.1382 | 7.2391 | 19.0 |
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| 3.4857 | 5.0 | 625 | 3.1269 | 7.7705 | 1.3087 | 6.1761 | 7.3256 | 19.0 |
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### Framework versions
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