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Supersaiyan1729/financeLM_outputpath_stock_movement_prediction__5

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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financeLMoutputpathstockmovementprediction__5

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: 0.9480

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: 5

Training results

Training LossEpochStepValidation Loss
1.17391.018170.9646
0.89992.036340.9382
0.80363.054510.9450
0.74654.072690.9450
0.71635.090850.9480

Framework versions

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