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update model card README.md
Browse files- README.md +78 -0
- fine-tune-whisper-streaming.ipynb +39 -20
README.md
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---
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license: apache-2.0
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tags:
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- whisper-event
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- generated_from_trainer
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datasets:
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- mozilla-foundation/common_voice_11_0
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metrics:
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- wer
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model-index:
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- name: Whisper Small Lithuanian and Serbian sequentially trained
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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: Common Voice 11.0
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type: mozilla-foundation/common_voice_11_0
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config: sr
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split: test
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args: sr
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metrics:
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- name: Wer
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type: wer
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value: 35.613112100364226
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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 Small Lithuanian and Serbian sequentially trained
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6311
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- Wer: 35.6131
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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: 64
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 2000
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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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| 0.0003 | 49.01 | 1000 | 0.6035 | 26.7908 |
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| 0.0002 | 99.01 | 2000 | 0.6311 | 35.6131 |
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### Framework versions
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- Transformers 4.26.0.dev0
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- Pytorch 1.13.0+cu117
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- Datasets 2.7.1.dev0
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- Tokenizers 0.13.2
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fine-tune-whisper-streaming.ipynb
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"id": "95737cda-c5dd-4887-a4d0-dfcb0d61d977",
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"outputs": [
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"tokenizer config file saved in ./tokenizer_config.json\n",
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"Special tokens file saved in ./special_tokens_map.json\n",
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"added tokens file saved in ./added_tokens.json\n",
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"Several commits (
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"fatal: unable to access 'https://huggingface.co/jraramhoej/whisper-small-lt-sr-v2/': The requested URL returned error: 502\n",
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"id": "95737cda-c5dd-4887-a4d0-dfcb0d61d977",
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"metadata": {},
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"outputs": [
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"tokenizer config file saved in ./tokenizer_config.json\n",
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"The progress bars may be unreliable.\n"
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"model_id": "6b53c49cc54e4a3f88da039b5a18c439",
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"text/plain": [
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"version_major": 2,
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"Upload file runs/Dec15_14-18-11_129-213-18-196/events.out.tfevents.1671113929.129-213-18-196.4128231.0: 100%|#…"
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"To https://huggingface.co/jraramhoej/whisper-small-lt-sr-v2\n",
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