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

This model is a fine-tuned version of ./checkpoint-6000 on the MOZILLA-FOUNDATION/COMMON_VOICE_7_0 - FR dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2619
  • Wer: 0.2457

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: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 2000
  • num_epochs: 2.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
3.495 0.16 500 3.3883 1.0
2.9095 0.32 1000 2.9152 1.0000
1.8434 0.49 1500 1.0473 0.7446
1.4298 0.65 2000 0.5729 0.5130
1.1937 0.81 2500 0.3795 0.3450
1.1248 0.97 3000 0.3321 0.3052
1.0835 1.13 3500 0.3038 0.2805
1.0479 1.3 4000 0.2910 0.2689
1.0413 1.46 4500 0.2798 0.2593
1.014 1.62 5000 0.2727 0.2512
1.004 1.78 5500 0.2646 0.2471
0.9949 1.94 6000 0.2619 0.2457

Framework versions

  • Transformers 4.17.0.dev0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2.dev0
  • Tokenizers 0.11.0
Downloads last month
7
Hosted inference API
or or
This model can be loaded on the Inference API on-demand.

Evaluation results

Model card error

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