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t5-base-finetuned

Text2Text Generation
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Pushparaj20/formal

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  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. runs/Apr22_03-36-21_bda4f334f8f9/events.out.tfevents.1713763861.bda4f334f8f9.34.2 +2 -2
README.md CHANGED
@@ -17,13 +17,13 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2147
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- - Rouge1: 93.8852
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- - Rouge2: 89.4695
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- - Rougel: 93.8695
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- - Rougelsum: 93.8688
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- - Gen Len: 14.2978
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- - Accuracy Log Reg: 0.6925
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  ## Model description
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@@ -55,11 +55,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | Accuracy Log Reg |
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  |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|:----------------:|
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- | 0.2085 | 1.0 | 2615 | 0.2495 | 93.3405 | 88.4778 | 93.3209 | 93.323 | 14.2937 | 0.6939 |
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- | 0.2606 | 2.0 | 5230 | 0.2265 | 93.6458 | 89.0108 | 93.6258 | 93.6262 | 14.2966 | 0.6932 |
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- | 0.2473 | 3.0 | 7845 | 0.2192 | 93.8068 | 89.3281 | 93.7908 | 93.7891 | 14.2952 | 0.6919 |
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- | 0.2314 | 4.0 | 10460 | 0.2161 | 93.858 | 89.4257 | 93.8453 | 93.8422 | 14.2968 | 0.6935 |
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- | 0.2308 | 5.0 | 13075 | 0.2147 | 93.8852 | 89.4695 | 93.8695 | 93.8688 | 14.2978 | 0.6925 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5109
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+ - Rouge1: 84.3715
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+ - Rouge2: 72.1078
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+ - Rougel: 84.2884
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+ - Rougelsum: 84.2975
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+ - Gen Len: 14.2801
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+ - Accuracy Log Reg: 0.7544
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | Accuracy Log Reg |
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  |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|:----------------:|
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+ | 0.5683 | 1.0 | 2615 | 0.5281 | 84.0579 | 71.5636 | 83.9798 | 83.9904 | 14.2664 | 0.7474 |
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+ | 0.5449 | 2.0 | 5230 | 0.5191 | 84.2078 | 71.7956 | 84.1207 | 84.1313 | 14.271 | 0.7496 |
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+ | 0.5343 | 3.0 | 7845 | 0.5142 | 84.3083 | 72.002 | 84.228 | 84.2376 | 14.2794 | 0.753 |
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+ | 0.5219 | 4.0 | 10460 | 0.5117 | 84.3502 | 72.0894 | 84.2692 | 84.2779 | 14.2845 | 0.7526 |
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+ | 0.5179 | 5.0 | 13075 | 0.5109 | 84.3715 | 72.1078 | 84.2884 | 84.2975 | 14.2801 | 0.7544 |
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  ### Framework versions
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runs/Apr22_03-36-21_bda4f334f8f9/events.out.tfevents.1713763861.bda4f334f8f9.34.2 CHANGED
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