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flan-t5-sentence-generator

Text2Text Generation
Transformers
PyTorch
TensorBoard
Safetensors
t5
Generated from Trainer
text-generation-inference
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End of training

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Files changed (5) hide show
  1. README.md +18 -18
  2. logs/events.out.tfevents.1700925733.dfb6af92617b.149.0 +3 -0
  3. logs/events.out.tfevents.1700926022.dfb6af92617b.149.1 +3 -0
  4. model.safetensors +1 -1
  5. training_args.bin +1 -1
README.md CHANGED
@@ -6,23 +6,23 @@ tags:
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  metrics:
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  - rouge
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  model-index:
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- - name: flan-t5-base-fineTuned
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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-base-fineTuned
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  This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1995
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- - Rouge1: 93.7396
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- - Rouge2: 85.7064
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- - Rougel: 93.7508
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- - Rougelsum: 93.861
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- - Gen Len: 11.7872
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  ## Model description
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@@ -53,16 +53,16 @@ The following hyperparameters were used during training:
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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 | 30 | 0.3947 | 88.6458 | 75.4031 | 88.1675 | 88.2718 | 11.0851 |
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- | No log | 2.0 | 60 | 0.2608 | 92.2792 | 81.347 | 92.3561 | 92.3951 | 11.7234 |
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- | No log | 3.0 | 90 | 0.2242 | 93.0917 | 83.4787 | 93.1643 | 93.1916 | 11.7660 |
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- | No log | 4.0 | 120 | 0.2056 | 93.7531 | 86.045 | 93.8218 | 93.8514 | 11.8298 |
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- | No log | 5.0 | 150 | 0.1995 | 93.7396 | 85.7064 | 93.7508 | 93.861 | 11.7872 |
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- | No log | 6.0 | 180 | 0.2021 | 93.5965 | 85.2921 | 93.6819 | 93.7096 | 11.8298 |
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- | No log | 7.0 | 210 | 0.2089 | 93.5965 | 85.2921 | 93.6819 | 93.7096 | 11.8298 |
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- | No log | 8.0 | 240 | 0.2073 | 93.8289 | 85.7832 | 93.8623 | 93.9475 | 11.8298 |
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- | No log | 9.0 | 270 | 0.2083 | 93.8289 | 85.7832 | 93.8623 | 93.9475 | 11.8298 |
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- | No log | 10.0 | 300 | 0.2087 | 93.8289 | 85.7832 | 93.8623 | 93.9475 | 11.8298 |
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  ### Framework versions
 
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  metrics:
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  - rouge
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  model-index:
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+ - name: flan-t5-sentence-generator
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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-sentence-generator
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  This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.3271
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+ - Rouge1: 92.6712
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+ - Rouge2: 82.7566
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+ - Rougel: 92.6246
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+ - Rougelsum: 92.5733
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+ - Gen Len: 12.6809
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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 | 1.0 | 38 | 0.4665 | 87.5888 | 72.8489 | 87.0237 | 87.1042 | 11.5745 |
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+ | No log | 2.0 | 76 | 0.3577 | 90.7662 | 79.8453 | 90.443 | 90.4784 | 12.2340 |
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+ | No log | 3.0 | 114 | 0.3342 | 92.0014 | 81.8411 | 91.999 | 91.9489 | 12.4468 |
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+ | No log | 4.0 | 152 | 0.3343 | 92.3868 | 81.5074 | 92.2937 | 92.2943 | 12.5319 |
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+ | No log | 5.0 | 190 | 0.3517 | 92.7314 | 83.1921 | 92.7259 | 92.6681 | 12.7660 |
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+ | No log | 6.0 | 228 | 0.3271 | 92.6712 | 82.7566 | 92.6246 | 92.5733 | 12.6809 |
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+ | No log | 7.0 | 266 | 0.3285 | 92.7106 | 82.4425 | 92.7382 | 92.6212 | 12.6809 |
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+ | No log | 8.0 | 304 | 0.3379 | 92.9469 | 83.0373 | 92.9539 | 92.8683 | 12.6596 |
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+ | No log | 9.0 | 342 | 0.3318 | 93.217 | 83.9024 | 93.1868 | 93.1101 | 12.7234 |
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+ | No log | 10.0 | 380 | 0.3336 | 93.0582 | 83.3947 | 93.053 | 92.9652 | 12.7021 |
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  ### Framework versions
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