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flan-t5-base-4-4-xsum – AI Model by spacemanidol | AlphaNeural AI

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spacemanidol/
flan-t5-base-4-4-xsum

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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base-4-4

This model is a fine-tuned version of x/base-4-4/ on the xsum dataset. It achieves the following results on the evaluation set:

Loss: 1.8550
Rouge1: 37.2128
Rouge2: 14.2978
Rougel: 29.5447
Rougelsum: 29.5452
Gen Len: 27.3975

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: 8
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 8
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 1.12.1+cu113
Datasets 2.10.0
Tokenizers 0.13.2