hw2942/Longformer-110M-SSEC

Erlangshen-Longformer-110M-wallstreetcn-morning-news-market-overview-SSEC-v13

This model is a fine-tuned version of IDEA-CCNL/Erlangshen-Longformer-110M on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 3.8119
• Accuracy: 0.5312

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: 8
• eval_batch_size: 8
• 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	Accuracy
No log	1.0	34	2.4781	0.5938
No log	2.0	68	2.7322	0.625
No log	3.0	102	2.9097	0.5625
No log	4.0	136	4.1589	0.4062
No log	5.0	170	3.0174	0.625
No log	6.0	204	3.7337	0.4062
No log	7.0	238	3.2421	0.5938
No log	8.0	272	3.4698	0.5
No log	9.0	306	3.2162	0.625
No log	10.0	340	3.8119	0.5312

Framework versions

• Transformers 4.31.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.4
• Tokenizers 0.13.3