CoolFace
Modelpublic

OfficerChul/InfiGUI-G1-3B-Android-Control-5a

sourceHugging Faceotherupdated 1y agoView on Hugging Face
1likes4downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

sft

This model is a fine-tuned version of InfiX-ai/InfiGUI-G1-3B on the andctrlskt dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1624

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
  • trainbatchsize: 4
  • evalbatchsize: 1
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 4
  • gradientaccumulationsteps: 48
  • totaltrainbatch_size: 768
  • totalevalbatch_size: 4
  • optimizer: Use adamwtorchfused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lrschedulertype: cosine
  • lrschedulerwarmup_ratio: 0.1
  • num_epochs: 5.0

Training results

Training LossEpochStepValidation Loss
0.25321.11201000.2310
0.17132.22392000.1800
0.11783.33593000.1559
0.07654.44794000.1624

Framework versions

  • Transformers 4.56.1
  • Pytorch 2.5.0a0+b465a5843b.nv24.09
  • Datasets 3.0.1
  • Tokenizers 0.22.1