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Supersaiyan1729/financeLM_outputpath_Sentiment_Analysis_Balanced__15

sourceHugging Facemitupdated 2y agoView on Hugging Face
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financeLMoutputpathSentimentAnalysisBalanced__15

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: 2.5191

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
  • trainbatchsize: 4
  • evalbatchsize: 8
  • seed: 42
  • gradientaccumulationsteps: 4
  • totaltrainbatch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_ratio: 0.03
  • num_epochs: 15

Training results

Training LossEpochStepValidation Loss
2.04241.03581.6885
1.33392.07171.7008
1.02783.010761.7622
0.8194.014351.8862
0.66745.017932.0067
0.55446.021522.1500
0.47027.025112.2106
0.40618.028702.3040
0.35999.032282.3646
0.322610.035872.4215
0.293911.039462.4431
0.272812.043052.4787
0.257713.046632.4998
0.244214.050222.5109
0.236814.9753702.5191

Framework versions

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