chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-SSEC-f1-11

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: 2.4843
• F1: 0.5833

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	1.8690	0.5
No log	2.0	68	1.8130	0.5455
No log	3.0	102	2.2257	0.4545
No log	4.0	136	2.4147	0.5600
No log	5.0	170	2.3200	0.6667
No log	6.0	204	2.6285	0.6000
No log	7.0	238	2.2638	0.5833
No log	8.0	272	2.4353	0.5833
No log	9.0	306	2.1563	0.6154
No log	10.0	340	2.4843	0.5833

Framework versions

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