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t5-small-finetuned-cnndm3-wikihow3 – AI Model by Chikashi | AlphaNeural AI
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Chikashi
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t5-small-finetuned-cnndm3-wikihow3
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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-cnndm3-wikihow3
This model is a fine-tuned version of
Chikashi/t5-small-finetuned-cnndm3-wikihow2
on the wikihow dataset. It achieves the following results on the evaluation set:
Loss: 2.3138
Rouge1: 27.2654
Rouge2: 10.5461
Rougel: 23.2451
Rougelsum: 26.6151
Gen Len: 18.5263
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
2.5019
1.0
39313
2.3138
27.2654
10.5461
23.2451
26.6151
18.5263
Framework versions
Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.1.0
Tokenizers 0.12.1
