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Pageee/
DistilFT-Frisian-1ha

Name: DistilFT-Frisian-1ha
Availability: InStock

automatic-speech-recognition

generated_from_trainer

mozilla-foundation/common_voice_6_1

model-index

endpoints_compatible

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DistilFT-Frisian-1h

This model is a fine-tuned version of distil-small.en on the mozilla-foundation/common_voice_6_fy_NL dataset. It achieves the following results on the evaluation set:

Loss: 2.0756
Wer: 77.8613

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-06
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
training_steps: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.2753	5.6180	500	2.6854	87.9023
1.5355	11.2360	1000	2.2463	81.0515
1.201	16.8539	1500	2.1075	78.7239
1.0818	22.4719	2000	2.0756	77.8613

Framework versions

Transformers 4.41.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Pageee/DistilFT-Frisian-1ha

DistilFT-Frisian-1h

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Pageee/
DistilFT-Frisian-1ha