iulik-pisik/horoscope_model_tiny

Whisper Tiny Romanian - Horoscop Neti

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

• Loss: 0.4305
• Wer: 21.8545

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
0.0401	9.71	1000	0.3338	22.5116
0.0027	19.42	2000	0.3979	22.5359
0.0013	29.13	3000	0.4230	22.0248
0.001	38.83	4000	0.4305	21.8545

Framework versions

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