DisTEMIST_fine_tuned_sentence – AI Model by roscazo | AlphaNeural AI

You can deploy this model and start earning money today!

roscazo/
DisTEMIST_fine_tuned_sentence

like

0

token-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

DisTEMIST_fine_tuned_sentence

This model is a fine-tuned version of PlanTL-GOB-ES/bsc-bio-es on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2164
Precision: 0.6069
Recall: 0.6401
F1: 0.6231

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: 4e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=2.6e-09
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 73
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1
0.1166	1.0	1099	0.1152	0.5214	0.6433	0.5760
0.0718	2.0	2198	0.1096	0.6015	0.6297	0.6153
0.0438	3.0	3297	0.1517	0.6573	0.5895	0.6215
0.0293	4.0	4396	0.1496	0.6212	0.6198	0.6205
0.0179	5.0	5495	0.1665	0.5670	0.6505	0.6059
0.0119	6.0	6594	0.1602	0.6035	0.6379	0.6202
0.0078	7.0	7693	0.1844	0.6008	0.6347	0.6173
0.0041	8.0	8792	0.2019	0.6006	0.6288	0.6144
0.0026	9.0	9891	0.2075	0.6015	0.6270	0.6140
0.0014	10.0	10990	0.2164	0.6069	0.6401	0.6231

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.7.1
Tokenizers 0.13.2