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test – AI Model by soumagok | AlphaNeural AI

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soumagok/
test

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text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

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test

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

eval_loss: 1.3966
eval_rouge1: 46.5719
eval_rouge2: 22.8656
eval_rougeL: 38.9322
eval_rougeLsum: 42.7537
eval_gen_len: 17.2601
eval_runtime: 87.6782
eval_samples_per_second: 9.341
eval_steps_per_second: 0.593
epoch: 1.0
step: 921

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Framework versions

Transformers 4.41.0
Pytorch 2.1.2
Datasets 2.19.1
Tokenizers 0.19.1