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roberta-large-finetuned-abbr-filtered-plod-finetuned-ner – AI Model by jaggernaut007 | AlphaNeural AI
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roberta-large-finetuned-abbr-filtered-plod-finetuned-ner
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transformers
safetensors
roberta
token-classification
generated_from_trainer
surrey-nlp/roberta-large-finetuned-abbr-filtered-plod
finetune
cc-by-sa-4.0
autotrain_compatible
endpoints_compatible
us
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roberta-large-finetuned-abbr-filtered-plod-finetuned-ner
This model is a fine-tuned version of
surrey-nlp/roberta-large-finetuned-abbr-filtered-plod
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.4541
Precision: 0.8911
Recall: 0.8907
F1: 0.8909
Accuracy: 0.8851
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: 2
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
Training results
Framework versions
Transformers 4.37.2
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.1
