flaubert_base_fine_tunned_themas_balanced_weight

dev-senolys/flaubert_base_fine_tunned_themas_balanced_weight

flaubert_base_fine_tunned_themas_balanced_weight is a text classification model from dev-senolys. 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: flaubert
Access: Public
Created: Jun 13, 2023
Updated: Jun 13, 2023
SHA: f4fa7c80

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Model card

From the Hugging Face model README

flaubert_base_fine_tunned_themas_balanced_weight

This model is a fine-tuned version of flaubert/flaubert_base_cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.6404

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
No log	1.0	116	2.6965
No log	2.0	232	2.6564
No log	3.0	348	2.6404

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Classification
Library: transformers
Type: flaubert
License: mit
Created: Jun 13, 2023
Updated: Jun 13, 2023