iulik-pisik/horoscope_model_base

Whisper Base Romanian - Horoscop Neti

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

• Loss: 0.3282
• Wer: 17.0358

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
0.0142	9.71	1000	0.2707	18.0336
0.0012	19.42	2000	0.3073	17.0601
0.0007	29.13	3000	0.3225	17.0114
0.0005	38.83	4000	0.3282	17.0358

Framework versions

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