distilbert-base-uncased_fine_tuned_sent140

ArafatBHossain/distilbert-base-uncased_fine_tuned_sent140

distilbert-base-uncased_fine_tuned_sent140 is a text classification model from ArafatBHossain. Use it when you need a label for a piece of text. 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

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: Oct 17, 2022
Updated: Oct 17, 2022
SHA: 18b2d7e6

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Model card

From the Hugging Face model README

distilbert-base-uncased_fine_tuned_sent140

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0133
Accuracy: 0.7674

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	408	0.6699	0.7807
0.7334	2.0	816	0.7937	0.7781
0.3584	3.0	1224	1.0133	0.7674

Framework versions

Transformers 4.20.1
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1

Task: Text Classification
Library: transformers
Type: distilbert
License: apache-2.0
Created: Oct 17, 2022
Updated: Oct 17, 2022