midjourney-rank

gpriday/midjourney-rank

midjourney-rank is a text classification model from gpriday. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: bert
Access: Public
Created: Aug 30, 2023
Updated: Aug 30, 2023
SHA: b339680f

Try a prompt

Base models

microsoft/MiniLM-L12-H384-uncased

Model card

From the Hugging Face model README

midjourney-rank

This model is a fine-tuned version of microsoft/MiniLM-L12-H384-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0509
Mse: 0.0509

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: 32
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

Training results

Training Loss	Epoch	Step	Validation Loss	Mse
0.061	0.34	100	0.0565	0.0565
0.0544	0.67	200	0.0562	0.0562
0.0585	1.01	300	0.0509	0.0509
0.0508	1.34	400	0.0523	0.0523
0.0508	1.68	500	0.0518	0.0518
0.0465	2.01	600	0.0509	0.0509
0.0449	2.35	700	0.0526	0.0526
0.0398	2.68	800	0.0509	0.0509

Framework versions

Transformers 4.32.1
Pytorch 2.0.1+cu118
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: bert
License: mit
Created: Aug 30, 2023
Updated: Aug 30, 2023