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t5-small-finetuned-cnndm2-wikihow2 – AI Model by Chikashi | AlphaNeural AI
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Chikashi
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t5-small-finetuned-cnndm2-wikihow2
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transformers
pytorch
tensorboard
t5
text2text-generation
generated_from_trainer
wikihow
apache-2.0
model-index
text-generation-inference
endpoints_compatible
us
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t5-small-finetuned-cnndm2-wikihow2
This model is a fine-tuned version of
Chikashi/t5-small-finetuned-cnndm2-wikihow1
on the wikihow dataset. It achieves the following results on the evaluation set:
Loss: 2.3311
Rouge1: 27.0962
Rouge2: 10.3575
Rougel: 23.1099
Rougelsum: 26.4664
Gen Len: 18.5197
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.0003
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
2.517
1.0
39313
2.3311
27.0962
10.3575
23.1099
26.4664
18.5197
Framework versions
Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.1.0
Tokenizers 0.12.1
