skills-trainer

bkane2/skills-trainer

skills-trainer is a text classification model from bkane2. 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: Apr 10, 2023
Updated: Apr 10, 2023
SHA: 8c086540

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Model card

From the Hugging Face model README

skills-trainer

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: 0.3105
F1: 0.5057
Roc Auc: 0.7025
Accuracy: 0.7153

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	F1	Roc Auc	Accuracy
No log	1.0	360	0.2976	0.4	0.6366	0.6917
0.3239	2.0	720	0.2877	0.4625	0.6740	0.7097
0.2078	3.0	1080	0.3105	0.5057	0.7025	0.7153

Framework versions

Transformers 4.26.1
Pytorch 1.13.1
Datasets 2.10.0
Tokenizers 0.13.2

Task: Text Classification
Library: transformers
Type: distilbert
License: apache-2.0
Created: Apr 10, 2023
Updated: Apr 10, 2023