roberta-model-mesa-ayuda

asquevedos/roberta-model-mesa-ayuda

roberta-model-mesa-ayuda is a machine learning model from asquevedos. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

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

Downloads · 30 days

3% of all-time downloads

All-time downloads

143

Public

Parameters

125M

2.5 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors499 MB · 100%

At a glance

License: apache-2.0
Model type: roberta
Access: Public
Created: Aug 7, 2024
Updated: Aug 8, 2024
SHA: c02ffc33

Base models

PlanTL-GOB-ES/roberta-base-bne

Model card

From the Hugging Face model README

roberta-model-mesa-ayuda

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-base-bne on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2925
Accuracy: 0.9356
F1: 0.9346
Precision: 0.9356
Recall: 0.9356

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: 26
eval_batch_size: 26
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
0.5506	1.0	3681	0.5001	0.8574	0.8523	0.8607	0.8574
0.295	2.0	7362	0.3620	0.8970	0.8937	0.8965	0.8970
0.1553	3.0	11043	0.3022	0.9192	0.9184	0.9195	0.9192
0.0919	4.0	14724	0.2932	0.9311	0.9296	0.9300	0.9311
0.042	5.0	18405	0.2925	0.9356	0.9346	0.9356	0.9356

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Type: roberta
License: apache-2.0
Created: Aug 7, 2024
Updated: Aug 8, 2024