my_awesome_longformer_model – AI Model by Dannyp0 | AlphaNeural AI

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Dannyp0/
my_awesome_longformer_model

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text2text-generation

generated_from_trainer

allenai/led-base-16384

endpoints_compatible

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my_awesome_longformer_model

This model is a fine-tuned version of allenai/led-base-16384 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.4077
Rouge1: 0.0238
Rouge2: 0.0067
Rougel: 0.0222
Rougelsum: 0.0239
Gen Len: 20.0

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: 2e-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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	1	2.8467	0.0088	0.0	0.0088	0.0086	20.0
No log	2.0	2	1.8386	0.0244	0.0032	0.0204	0.0219	20.0
No log	3.0	3	1.5336	0.0231	0.0048	0.0214	0.0228	20.0
No log	4.0	4	1.4077	0.0238	0.0067	0.0222	0.0239	20.0

Framework versions

Transformers 4.38.1
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2