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Large_2000samples – AI Model by Imask | AlphaNeural AI

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Imask/
Large_2000samples

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text2text-generation

generated_from_trainer

facebook/bart-large-cnn

endpoints_compatible

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Large_2000samples

This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6928
Model Preparation Time: 0.0074
Rouge1: 67.9624
Rouge2: 52.7758
Rougel: 54.3155
Rougelsum: 65.1103
Gen Len: 102.99

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 300
num_epochs: 2
label_smoothing_factor: 0.1

Training results

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1