financeLM_outputpath_sa

This model is a fine-tuned version of openai-community/gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.4027

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: 0.0001
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.03
• num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
2.2041	1.0	239	1.7449
1.5789	2.0	478	1.6901
1.3553	3.0	717	1.7043
1.1684	4.0	957	1.7492
1.0153	5.0	1196	1.8371
0.8759	6.0	1435	1.9329
0.762	7.0	1674	2.0288
0.6636	8.0	1914	2.1386
0.5889	9.0	2153	2.2152
0.5311	10.0	2392	2.2569
0.4837	11.0	2631	2.3196
0.4459	12.0	2871	2.3524
0.419	13.0	3110	2.3839
0.3996	14.0	3349	2.3953
0.3834	14.98	3585	2.4027

Framework versions

• Transformers 4.35.0
• Pytorch 2.1.2+cu121
• Datasets 2.14.5
• Tokenizers 0.14.1