simrank14 Whisper small 1g 8e 17g
This model is a fine-tuned version of simran14/small_8_17f on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.0619
- Wer: 5.0796
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-05
- 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
- num_epochs: 8
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0039 | 4.0 | 1000 | 0.0576 | 5.6661 |
| 0.0001 | 8.0 | 2000 | 0.0619 | 5.0796 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.21.1.dev0
- Tokenizers 0.19.1
- Downloads last month
- 8
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/small_8_17g
Base model
simran14/small_8_a
Finetuned
simran14/small_8_b
Finetuned
simran14/small_8_c
Finetuned
simran14/small_8_17d
Finetuned
simran14/small_8_17e
Finetuned
simran14/small_8_17f