bert-base-uncased-classification-chain-3

irfanamal/bert-base-uncased-classification-chain-3

bert-base-uncased-classification-chain-3 is a machine learning model from irfanamal. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Jun 13, 2023
Updated: Jun 14, 2023
SHA: 7c5ac153

Model card

From the Hugging Face model README

bert-base-uncased-classification-chain-3

This model is a fine-tuned version of irfanamal/bert-base-uncased-finetuned-amazonreviews on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.2311
Accuracy: 0.5304

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
3.3468	1.0	1250	2.9103	0.434
2.28	2.0	2500	2.4665	0.4919
1.9336	3.0	3750	2.3106	0.5161
1.6268	4.0	5000	2.2438	0.5259
1.5101	5.0	6250	2.2311	0.5304

Framework versions

Transformers 4.29.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: bert
License: apache-2.0
Created: Jun 13, 2023
Updated: Jun 14, 2023