JulieHinge
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End of training
Browse files
README.md
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---
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library_name: transformers
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language:
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- da
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license: apache-2.0
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base_model: openai/whisper-tiny
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tags:
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- hf-asr-leaderboard
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- generated_from_trainer
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datasets:
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- alexandrainst/ftspeech
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metrics:
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- wer
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model-index:
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- name: Whisper tiny FTSpeech - Julie
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: ftspeech
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type: alexandrainst/ftspeech
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args: 'split: test'
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metrics:
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- name: Wer
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type: wer
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value: 97.17612214675995
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Whisper tiny FTSpeech - Julie
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the ftspeech dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6006
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- Wer: 97.1761
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 200
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- training_steps: 5000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:------:|:----:|:---------------:|:-------:|
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| 0.9429 | 0.0080 | 500 | 0.9411 | 87.9967 |
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| 0.7782 | 0.0161 | 1000 | 0.7891 | 91.5049 |
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| 0.7176 | 0.0241 | 1500 | 0.7164 | 89.9351 |
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| 0.6545 | 0.0321 | 2000 | 0.6686 | 85.8745 |
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| 0.6171 | 0.0402 | 2500 | 0.6395 | 91.9062 |
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| 0.5767 | 0.0482 | 3000 | 0.6176 | 94.2052 |
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| 0.546 | 0.0562 | 3500 | 0.6006 | 97.1761 |
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### Framework versions
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- Transformers 4.47.0
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- Pytorch 2.5.1
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- Datasets 3.1.0
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- Tokenizers 0.21.0
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generation_config.json
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}
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