chinese-pert-large-finetuned-product

agdsga/chinese-pert-large-finetuned-product

chinese-pert-large-finetuned-product is a text generation model from agdsga. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-sa-4.0.

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

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At a glance

Task: Text Generation
Library: transformers
License: cc-by-nc-sa-4.0
Model type: bert
Access: Public
Created: Apr 12, 2022
Updated: Apr 12, 2022
SHA: b838e495

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Model card

From the Hugging Face model README

chinese-pert-large-finetuned-product

This model is a fine-tuned version of hfl/chinese-pert-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0208

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: 128
eval_batch_size: 64
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
0.0545	1.0	3237	0.0532
0.0451	2.0	6474	0.0465
0.0414	3.0	9711	0.0439
0.0198	4.0	12948	0.0220
0.0191	5.0	16185	0.0217
0.0188	6.0	19422	0.0215
0.0185	7.0	22659	0.0212
0.0183	8.0	25896	0.0209
0.0181	9.0	29133	0.0208
0.018	10.0	32370	0.0208

Framework versions

Transformers 4.17.0
Pytorch 1.6.0
Datasets 2.0.0
Tokenizers 0.11.6

Task: Text Generation
Library: transformers
Type: bert
License: cc-by-nc-sa-4.0
Created: Apr 12, 2022
Updated: Apr 12, 2022