chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-SSEC-f1-v10

This model is a fine-tuned version of Lowin/chinese-bigbird-wwm-base-4096 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.8168
• F1: 0.6897

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	F1
No log	1.0	34	2.6862	0.6087
No log	2.0	68	2.2171	0.7143
No log	3.0	102	2.6935	0.5600
No log	4.0	136	2.1189	0.6897
No log	5.0	170	2.3657	0.7097
No log	6.0	204	2.4922	0.7333
No log	7.0	238	2.7598	0.64
No log	8.0	272	2.7622	0.6429
No log	9.0	306	2.8176	0.6897
No log	10.0	340	2.8168	0.6897

Framework versions

• Transformers 4.34.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.14.1