rohitp1/dgx1_distil_w2v2_base_mozilla_12_to_6_batch_16_epoch_20

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dgx1distilw2v2basemozilla12to6batch16epoch_20

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 26.8431
• —Wer: 0.3778

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: 5e-05
• —trainbatchsize: 16
• —evalbatchsize: 1
• —seed: 42
• —gradientaccumulationsteps: 128
• —totaltrainbatch_size: 2048
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.2
• —num_epochs: 20
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.25.1
• —Pytorch 1.12.1
• —Datasets 2.8.0
• —Tokenizers 0.13.2