t5_recommendation_sports_equipment
Browse files
README.md
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@@ -20,8 +20,8 @@ It achieves the following results on the evaluation set:
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- Loss: 0.4968
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- Rouge1: 69.8413
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- Rouge2: 61.9048
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- Rougel:
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- Rougelsum: 70.
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- Gen Len: 4.2381
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## Model description
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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 | 0.96 | 6 | 7.0208 | 13.
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| No log | 1.92 | 12 | 1.8113 | 20.
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| No log | 2.88 | 18 | 0.7760 | 23.
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| No log | 4.0 | 25 | 0.5784 |
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| No log | 4.96 | 31 | 0.5181 | 54.1270 | 42.8571 |
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| No log | 5.92 | 37 | 0.4786 | 62.6984 | 52.3810 |
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| No log | 6.88 | 43 | 0.4605 | 64.
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| No log | 8.0 | 50 | 0.6243 | 67.4603 | 57.1429 |
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| No log | 8.96 | 56 | 0.5484 |
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| No log | 9.6 | 60 | 0.4968 | 69.8413 | 61.9048 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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- Loss: 0.4968
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- Rouge1: 69.8413
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- Rouge2: 61.9048
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- Rougel: 69.8413
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- Rougelsum: 70.2381
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- Gen Len: 4.2381
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## Model description
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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 | 0.96 | 6 | 7.0208 | 13.5224 | 1.8519 | 13.7870 | 13.5032 | 18.7143 |
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| No log | 1.92 | 12 | 1.8113 | 20.4762 | 14.2857 | 20.4762 | 20.9524 | 3.6667 |
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| No log | 2.88 | 18 | 0.7760 | 23.8095 | 4.7619 | 23.3333 | 23.3333 | 4.1429 |
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| No log | 4.0 | 25 | 0.5784 | 38.4127 | 23.8095 | 38.8889 | 39.9206 | 4.0476 |
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| No log | 4.96 | 31 | 0.5181 | 54.1270 | 42.8571 | 54.8413 | 54.6825 | 3.9524 |
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| No log | 5.92 | 37 | 0.4786 | 62.6984 | 52.3810 | 62.6984 | 62.6984 | 3.9048 |
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| No log | 6.88 | 43 | 0.4605 | 64.2857 | 52.3810 | 64.6032 | 64.6032 | 4.2857 |
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| No log | 8.0 | 50 | 0.6243 | 67.4603 | 57.1429 | 67.4603 | 67.4603 | 4.3810 |
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| No log | 8.96 | 56 | 0.5484 | 64.2857 | 57.1429 | 65.0794 | 65.0794 | 4.1429 |
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| No log | 9.6 | 60 | 0.4968 | 69.8413 | 61.9048 | 69.8413 | 70.2381 | 4.2381 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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runs/Jan04_13-25-51_1cea12825130/events.out.tfevents.1704374755.1cea12825130.47374.0
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training_args.bin
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