biolinkbert-mnli – AI Model by cnut1648 | AlphaNeural AI

You can deploy this model and start earning money today!

cnut1648/
biolinkbert-mnli

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

BioLinkBERT-large-mnli

This model is a fine-tuned version of BioLinkBERT-large on the GLUE MNLI dataset.

The results are

Model	Dataset	Acc
Roberta-large-mnli	MNLI dev mm	90.12
	MNLI dev m	90.59
	SNLI test	88.25
BioLinkBERT-large	MNLI dev mm	33.56
	MNLI dev m	33.18
	SNLI test	32.66
BioLinkBERT-large-mnli	MNLI dev mm	85.19
	MNLI dev m	84.96
	SNLI test	78.959

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 3e-05
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.5
num_epochs: 10.0
mixed_precision_training: Native AMP

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1