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t5baseflan – AI Model by 12345deena | AlphaNeural AI

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12345deena/
t5baseflan

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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t5baseflan

This model is a fine-tuned version of google-t5/t5-base on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 1.9888
eval_rouge1: 42.8793
eval_rouge2: 21.0178
eval_rougeL: 27.8796
eval_rougeLsum: 38.8123
eval_gen_len: 198.6808
eval_runtime: 1542.7666
eval_samples_per_second: 0.658
eval_steps_per_second: 0.165
epoch: 1.0
step: 515

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: 5e-05
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

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2