electra_hongkongese_small_pos_wiki_lihkg_cc100

AlienKevin/electra_hongkongese_small_pos_wiki_lihkg_cc100

electra_hongkongese_small_pos_wiki_lihkg_cc100 is a machine learning model from AlienKevin. 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: electra
Access: Public
Created: Aug 16, 2024
Updated: Aug 16, 2024
SHA: 5b05c57b

Base models

toastynews/electra-hongkongese-small-discriminator

Model card

From the Hugging Face model README

electra_hongkongese_small_pos_wiki_lihkg_cc100

This model is a fine-tuned version of toastynews/electra-hongkongese-small-discriminator on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1796

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.232	0.3000	6123	0.2192
0.2465	0.6000	12246	0.2052
0.2396	0.9000	18369	0.1906
0.2128	1.2001	24492	0.1897
0.2007	1.5001	30615	0.1883
0.2019	1.8001	36738	0.1832
0.1864	2.1001	42861	0.1813
0.2051	2.4001	48984	0.1799
0.1837	2.7001	55107	0.1796

Framework versions

Transformers 4.44.0
Pytorch 2.2.1
Datasets 2.21.0
Tokenizers 0.19.1

Type: electra
License: apache-2.0
Created: Aug 16, 2024
Updated: Aug 16, 2024