beginner_senti_anal_model

dangnguyens1/beginner_senti_anal_model

beginner_senti_anal_model is a machine learning model from dangnguyens1. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: distilbert
Access: Public
Created: Aug 6, 2024
Updated: Aug 6, 2024
SHA: 5a4dcd0d

Base models

Model card

From the Hugging Face model README

beginner_senti_anal_model

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

Loss: 0.0000

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
0.2329	1.0	500	0.0033
0.0026	2.0	1000	0.0009
0.001	3.0	1500	0.0004
0.0005	4.0	2000	0.0003
0.0003	5.0	2500	0.0002
0.0002	6.0	3000	0.0001
0.0002	7.0	3500	0.0001
0.0001	8.0	4000	0.0001
0.0001	9.0	4500	0.0000
0.0001	10.0	5000	0.0000
0.0001	11.0	5500	0.0000
0.0	12.0	6000	0.0000
0.0	13.0	6500	0.0000
0.0	14.0	7000	0.0000
0.0	15.0	7500	0.0000

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: distilbert
License: apache-2.0
Created: Aug 6, 2024
Updated: Aug 6, 2024