Edit model card
YAML Metadata Error: "model-index[0].name" is not allowed to be empty

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - UR dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8888
  • Wer: 0.6642

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: 7.5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 50
  • num_epochs: 50.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
10.1224 1.96 100 3.5429 1.0
3.2411 3.92 200 3.1786 1.0
3.1283 5.88 300 3.0571 1.0
3.0044 7.84 400 2.9560 0.9996
2.9388 9.8 500 2.8977 1.0011
2.86 11.76 600 2.6944 0.9952
2.5538 13.73 700 2.0967 0.9435
2.1214 15.69 800 1.4816 0.8428
1.8136 17.65 900 1.2459 0.8048
1.6795 19.61 1000 1.1232 0.7649
1.5571 21.57 1100 1.0510 0.7432
1.4975 23.53 1200 1.0298 0.6963
1.4485 25.49 1300 0.9775 0.7074
1.3924 27.45 1400 0.9798 0.6956
1.3604 29.41 1500 0.9345 0.7092
1.3224 31.37 1600 0.9535 0.6830
1.2816 33.33 1700 0.9178 0.6679
1.2623 35.29 1800 0.9249 0.6679
1.2421 37.25 1900 0.9124 0.6734
1.2208 39.22 2000 0.8962 0.6664
1.2145 41.18 2100 0.8903 0.6734
1.1888 43.14 2200 0.8883 0.6708
1.1933 45.1 2300 0.8928 0.6723
1.1838 47.06 2400 0.8868 0.6679
1.1634 49.02 2500 0.8886 0.6657

Framework versions

  • Transformers 4.17.0.dev0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.3
  • Tokenizers 0.11.0
Downloads last month
14
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Dataset used to train HarrisDePerceptron/xlsr-large-53-ur

Evaluation results

Model card error

This model's model-index metadata is invalid: Schema validation error. "model-index[0].name" is not allowed to be empty