iulik-pisik/horoscope_model_small

Whisper Small Romanian - Horoscop Neti

This model is a fine-tuned version of openai/whisper-small on the Horoscop Neti dataset. It achieves the following results on the evaluation set:

• Loss: 0.2392
• Wer: 9.7834

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: 16
• 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: 500
• training_steps: 4000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0066	9.71	1000	0.1934	10.0754
0.0003	19.42	2000	0.2242	9.5157
0.0002	29.13	3000	0.2351	9.6861
0.0002	38.83	4000	0.2392	9.7834

Framework versions

• Transformers 4.38.1
• Pytorch 2.1.0+cu121
• Datasets 2.17.1
• Tokenizers 0.15.2