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flan-t5-base-3-6-cnndm – AI Model by spacemanidol | AlphaNeural AI
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flan-t5-base-3-6-cnndm
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
cnn_dailymail
model-index
text-generation-inference
endpoints_compatible
us
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base-3-6-t
This model is a fine-tuned version of
asy/cnndm/base-3-6/
on the cnn_dailymail 3.0.0 dataset. It achieves the following results on the evaluation set:
Loss: 1.4716
Rouge1: 41.3
Rouge2: 18.8544
Rougel: 29.1626
Rougelsum: 38.4368
Gen Len: 74.7608
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: 0.0001
train_batch_size: 2
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
num_epochs: 3.0
Training results
Framework versions
Transformers 4.27.0.dev0
Pytorch 1.13.0+cu117
Datasets 2.7.1
Tokenizers 0.12.1
