mbert_CoLI_dravidian_kannada

SOUMYADEEPSAR/mbert_CoLI_dravidian_kannada

mbert_CoLI_dravidian_kannada is a machine learning model from SOUMYADEEPSAR. 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. --

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At a glance

License: apache-2.0
Model type: bert
Access: Public
Created: Aug 9, 2024
Updated: Aug 9, 2024
SHA: 8e9a301c

Base models

Model card

From the Hugging Face model README

results_new

This model is a fine-tuned version of bert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2322

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	234	0.2011
No log	2.0	468	0.2151
0.246	3.0	702	0.1992
0.246	4.0	936	0.1964
0.0694	5.0	1170	0.1924
0.0694	6.0	1404	0.2061
0.028	7.0	1638	0.2185
0.028	8.0	1872	0.2135
0.0155	9.0	2106	0.2338
0.0155	10.0	2340	0.2322

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: bert
License: apache-2.0
Created: Aug 9, 2024
Updated: Aug 9, 2024