Sarmila
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pubmed-bert-mlm

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pubmed-bert-mlm

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.4031

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: 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: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	125	1.5155
No log	2.0	250	1.4109
No log	3.0	375	1.3608

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

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Model tree for Sarmila/pubmed-bert-mlm

Base model

microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract

Finetuned

(15)

this model

Finetunes

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Evaluation results

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