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phunganhsang/
hybrid_lexical_hosting_domain_cat_meta_new_cls

Name: hybrid_lexical_hosting_domain_cat_meta_new_cls
Availability: InStock

transformers

safetensors

roberta

generated_from_trainer

phunganhsang/web-content-sumary-cls

finetune

agpl-3.0

endpoints_compatible

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hybrid_lexical_hosting_domain_cat_meta_new_cls

This model is a fine-tuned version of phunganhsang/web-content-sumary-cls on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1703
Accuracy: 0.8835
F1: 0.8832

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: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2445
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.2771	1.0	978	0.2206	0.8329	0.8319
0.1995	2.0	1956	0.1823	0.8753	0.8750
0.1757	3.0	2934	0.1703	0.8835	0.8832

Framework versions

Transformers 4.57.1
Pytorch 2.6.0+cu124
Datasets 4.1.1
Tokenizers 0.22.1

phunganhsang/hybrid_lexical_hosting_domain_cat_meta_new_cls

hybrid_lexical_hosting_domain_cat_meta_new_cls

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

phunganhsang/
hybrid_lexical_hosting_domain_cat_meta_new_cls