sage-sun-183

aleksahet/sage-sun-183

sage-sun-183 is a fill-mask model from aleksahet. Use it when you need the model to fill a missing word. It is set up for transformers.

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

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Hugging Face

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At a glance

Task: Fill-Mask
Library: transformers
Model type: bert
Access: Public
Created: Dec 31, 2023
Updated: Dec 31, 2023
SHA: e2b265a4

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Model card

From the Hugging Face model README

sage-sun-183

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4068

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: 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: 6

Training results

Training Loss	Epoch	Step	Validation Loss
1.8707	0.33	10000	1.7220
1.0826	0.66	20000	0.9204
0.848	1.0	30000	0.7144
0.7423	1.33	40000	0.6175
0.6723	1.66	50000	0.5598
0.6225	1.99	60000	0.5218
0.6015	2.32	70000	0.4942
0.5711	2.66	80000	0.4760
0.5607	2.99	90000	0.4600
0.5665	3.32	100000	0.4479
0.5367	3.65	110000	0.4394
0.5239	3.98	120000	0.4306
0.4998	4.32	130000	0.4243
0.5065	4.65	140000	0.4193
0.5049	4.98	150000	0.4138
0.5047	5.31	160000	0.4107
0.507	5.64	170000	0.4086
0.4996	5.98	180000	0.4074

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.14.5
Tokenizers 0.13.3

Task: Fill-Mask
Library: transformers
Type: bert
Created: Dec 31, 2023
Updated: Dec 31, 2023