whisper-tiny_to_portuguese_accent_8000_5e-6 – AI Model by sodonne6 | AlphaNeural AI

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sodonne6/
whisper-tiny_to_portuguese_accent_8000_5e-6

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automatic-speech-recognition

hf-asr-leaderboard

generated_from_trainer

naharte/portuguese_english

openai/whisper-tiny

endpoints_compatible

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Whisper tiny portuguese 8000

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

Loss: 0.2778
Wer: 12.0224

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: 2
eval_batch_size: 1
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 8000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.2403	0.9217	1000	0.2569	12.9730
0.1395	1.8433	2000	0.2366	11.5005
0.0410	2.7650	3000	0.2465	12.0037
0.0132	3.6866	4000	0.2548	11.8360
0.0223	4.6083	5000	0.2622	11.9664
0.0111	5.5300	6000	0.2699	12.0969
0.0056	6.4516	7000	0.2749	11.8546
0.0058	7.3733	8000	0.2778	12.0224

Framework versions

Transformers 5.3.0.dev0
Pytorch 2.10.0+cu128
Datasets 4.8.3
Tokenizers 0.22.2