pyabsa-v3-onlyRest

This model is a fine-tuned version of kevinscaria/ate_tk-instruct-base-def-pos-neg-neut-combined on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.1771

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: Use 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_ratio: 0.1
• num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	701	0.2397
No log	2.0	1402	0.2024
No log	3.0	2103	0.1893
No log	4.0	2804	0.1768
No log	5.0	3505	0.1734
No log	6.0	4206	0.1771

Framework versions

• Transformers 4.48.1
• Pytorch 2.6.0+cu124
• Datasets 3.2.0
• Tokenizers 0.21.0