You can deploy this model and start earning money today!

gayanin/
bart-noised-with-kaggle-gcd-dist

Name: bart-noised-with-kaggle-gcd-dist
Availability: InStock

generated_from_trainer

gayanin/bart-noised-with-kaggle-dist

finetune

apache-2.0

endpoints_compatible

Views

No views yet

bart-noised-with-kaggle-gcd-dist

This model is a fine-tuned version of gayanin/bart-noised-with-kaggle-dist on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4538

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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6061	0.11	500	0.5365
0.5537	0.21	1000	0.5251
0.5591	0.32	1500	0.5202
0.5669	0.43	2000	0.5069
0.4669	0.54	2500	0.5038
0.5457	0.64	3000	0.4923
0.5237	0.75	3500	0.4922
0.5186	0.86	4000	0.4802
0.5148	0.96	4500	0.4777
0.4127	1.07	5000	0.4822
0.4207	1.18	5500	0.4807
0.4362	1.28	6000	0.4770
0.4072	1.39	6500	0.4763
0.4503	1.5	7000	0.4701
0.3683	1.61	7500	0.4693
0.3897	1.71	8000	0.4636
0.4421	1.82	8500	0.4561
0.3836	1.93	9000	0.4588
0.3405	2.03	9500	0.4634
0.3147	2.14	10000	0.4682
0.3115	2.25	10500	0.4622
0.3153	2.35	11000	0.4625
0.3295	2.46	11500	0.4597
0.3529	2.57	12000	0.4564
0.3191	2.68	12500	0.4555
0.2974	2.78	13000	0.4547
0.3253	2.89	13500	0.4534
0.3627	3.0	14000	0.4538

Framework versions

Transformers 4.37.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.1

gayanin/bart-noised-with-kaggle-gcd-dist

bart-noised-with-kaggle-gcd-dist

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

gayanin/
bart-noised-with-kaggle-gcd-dist