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mehulshankhapal/internvl3-2B-sft-lora-safety-1

sourceHugging Faceotherupdated 10mo agoView on Hugging Face
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Model Card

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InternVL3-2B-sft-lora-1

This model is a fine-tuned version of OpenGVLab/InternVL3-2B-hf on the train_dataset dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2036

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: 1e-05
  • —trainbatchsize: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 4
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 5.0

Training results

Training LossEpochStepValidation Loss
1.86980.6098500.4710
0.33631.21951000.2215
0.38611.82931500.2152
0.31012.43902000.2142
0.41323.04882500.2028
0.27373.65853000.2066
0.22474.26833500.2016
0.23244.87804000.2014

Framework versions

  • —PEFT 0.15.2
  • —Transformers 4.52.1
  • —Pytorch 2.2.2+cu121
  • —Datasets 3.6.0
  • —Tokenizers 0.21.2