You can deploy this model and start earning money today!

MarioAvolio99/
distilbert-base-uncased-finetuned-amazon-fine-food-lite

Name: distilbert-base-uncased-finetuned-amazon-fine-food-lite
Availability: InStock

generated_from_trainer

kfuangsung/AmazonFineFoodReviews

apache-2.0

autotrain_compatible

endpoints_compatible

Views

No views yet

distilbert-base-uncased-finetuned-amazon-fine-food-lite

This model is a fine-tuned version of distilbert-base-uncased on an lite-version of the Amazon fine food Review dataset. It achieves the following results on the evaluation set:

Loss: 0.8019
Accuracy: 0.8097
F1: 0.8286

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	0.41	100	0.6570	0.7479	0.7815
No log	0.82	200	0.5237	0.7914	0.8213
0.7333	1.23	300	0.5004	0.8042	0.8343
0.7333	1.65	400	0.5946	0.7715	0.8107
0.4693	2.06	500	0.5146	0.8124	0.8355
0.4693	2.47	600	0.5877	0.7950	0.8231
0.4693	2.88	700	0.6603	0.7855	0.8177
0.3151	3.29	800	0.5712	0.8150	0.8365
0.3151	3.7	900	0.6085	0.8081	0.8335
0.208	4.12	1000	0.7475	0.7807	0.8151
0.208	4.53	1100	0.6621	0.8214	0.8435
0.208	4.94	1200	0.6542	0.8229	0.8425
0.1479	5.35	1300	0.7987	0.7948	0.8229
0.1479	5.76	1400	0.7361	0.8118	0.8346
0.1	6.17	1500	0.8019	0.8097	0.8286

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Tokenizers 0.13.3

MarioAvolio99/distilbert-base-uncased-finetuned-amazon-fine-food-lite

distilbert-base-uncased-finetuned-amazon-fine-food-lite

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MarioAvolio99/
distilbert-base-uncased-finetuned-amazon-fine-food-lite