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longformer-pubmed-20k – AI Model by Chung-Fan | AlphaNeural AI
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Chung-Fan
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longformer-pubmed-20k
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transformers
safetensors
led
text2text-generation
generated_from_trainer
hyesunyun/update-summarization-bart-large-longformer
finetune
apache-2.0
endpoints_compatible
us
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longformer-pubmed-20k
This model is a fine-tuned version of
hyesunyun/update-summarization-bart-large-longformer
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.9906
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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
1.0835
0.7477
500
0.9906
Framework versions
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1
