metadata
base_model: dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: BioPharma
results: []
BioPharma
This model is a fine-tuned version of dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4073
- F1: 0.8642
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: 64
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000
Training results
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0