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hawalurahman
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mt5-small-qa_v1

Text2Text Generation
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Safetensors
mt5
Generated from Trainer
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End of training

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  2. model.safetensors +1 -1
README.md CHANGED
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  This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.6372
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- - Rouge1: 0.5721
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- - Rouge2: 0.3243
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- - Rougel: 0.5725
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- - Rougelsum: 0.5724
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- - Bleu: 0.3814
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- - Exact Match: 0.3603
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu | Exact Match |
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  |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|:-----------:|
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- | 1.0978 | 1.0 | 2000 | 1.3417 | 0.4865 | 0.2751 | 0.4870 | 0.4866 | 0.3224 | 0.303 |
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- | 0.5522 | 2.0 | 4000 | 1.3407 | 0.5204 | 0.3103 | 0.5204 | 0.5204 | 0.3227 | 0.2975 |
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- | 0.3335 | 3.0 | 6000 | 1.4075 | 0.5602 | 0.3137 | 0.5601 | 0.5601 | 0.3561 | 0.3335 |
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- | 0.1968 | 4.0 | 8000 | 1.5646 | 0.5753 | 0.3183 | 0.5755 | 0.5754 | 0.3731 | 0.3653 |
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- | 0.1331 | 5.0 | 10000 | 1.6372 | 0.5721 | 0.3243 | 0.5725 | 0.5724 | 0.3814 | 0.3603 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.6111
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+ - Rouge1: 0.5618
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+ - Rouge2: 0.3184
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+ - Rougel: 0.5619
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+ - Rougelsum: 0.5615
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+ - Bleu: 0.3653
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+ - Exact Match: 0.3573
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu | Exact Match |
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  |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|:-----------:|
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+ | 1.1338 | 1.0 | 2000 | 1.3124 | 0.4546 | 0.2541 | 0.4547 | 0.4545 | 0.2867 | 0.273 |
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+ | 0.5454 | 2.0 | 4000 | 1.3752 | 0.5488 | 0.3100 | 0.5483 | 0.5481 | 0.3488 | 0.3362 |
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+ | 0.3365 | 3.0 | 6000 | 1.4375 | 0.5533 | 0.3113 | 0.5535 | 0.5530 | 0.3482 | 0.3478 |
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+ | 0.1999 | 4.0 | 8000 | 1.5008 | 0.5533 | 0.3111 | 0.5530 | 0.5528 | 0.3529 | 0.3367 |
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+ | 0.1432 | 5.0 | 10000 | 1.6111 | 0.5618 | 0.3184 | 0.5619 | 0.5615 | 0.3653 | 0.3573 |
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  ### Framework versions
model.safetensors CHANGED
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