bart-cnn-dialogsum-finetuned – AI Model by anmolpreetsinghfj | AlphaNeural AI

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anmolpreetsinghfj/
bart-cnn-dialogsum-finetuned

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text2text-generation

generated_from_trainer

facebook/bart-large-cnn

endpoints_compatible

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bart-cnn-dialogsum-finetuned

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: 0.5768

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: 1e-06
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
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.5847	1.0	78	0.6536
0.6067	2.0	156	0.6077
0.6014	3.0	234	0.5916
0.5525	4.0	312	0.5843
0.5465	5.0	390	0.5808
0.6124	6.0	468	0.5787
0.588	7.0	546	0.5774
0.5782	8.0	624	0.5776
0.5187	9.0	702	0.5771
0.4999	10.0	780	0.5768

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1