simrank14 whisper small marathi fine-tuned
This model is a fine-tuned version of [simran14/mr-small-whisper-oi](https://huggingface.co/simran14/Whisper Small marathi fine-tuned) on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3276
- Wer: 12.7884
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-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: 100
- training_steps: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0003 | 2.6714 | 3000 | 0.3276 | 12.7884 |
- Downloads last month
- 2
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.
Model tree for simran14/whisper-small-marathi-fine-tuned
Base model
simran14/mr-whisper-small-retrained
Finetuned
simran14/mr-small-whisper-oi
Finetuned
this model