DistilBERT-WIKI_Life_Form_Finetuned

ViktorDo/DistilBERT-WIKI_Life_Form_Finetuned

DistilBERT-WIKI_Life_Form_Finetuned is a text classification model from ViktorDo. 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. --

Downloads · 30 days

18% of all-time downloads

All-time downloads

Public

Repo size

804 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin268 MB · 100%

At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: Oct 23, 2022
Updated: Oct 23, 2022
SHA: 6a449853

Try a prompt

Model card

From the Hugging Face model README

DistilBERT-WIKI_Life_Form_Finetuned

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: 0.4204

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: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.5077	1.0	1175	0.4573
0.3693	2.0	2350	0.4196
0.2759	3.0	3525	0.4204

Framework versions

Transformers 4.23.1
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.1

Task: Text Classification
Library: transformers
Type: distilbert
License: apache-2.0
Created: Oct 23, 2022
Updated: Oct 23, 2022