Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
wav2vec2
mozilla-foundation/common_voice_8_0
Generated from Trainer
robust-speech-event
hf-asr-leaderboard
Eval Results (legacy)
Instructions to use hf-test/xls-r-300m-sv-cv8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hf-test/xls-r-300m-sv-cv8 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="hf-test/xls-r-300m-sv-cv8")# Load model directly from transformers import AutoProcessor, AutoModelForCTC processor = AutoProcessor.from_pretrained("hf-test/xls-r-300m-sv-cv8") model = AutoModelForCTC.from_pretrained("hf-test/xls-r-300m-sv-cv8") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 2000
Browse files- .gitattributes +1 -0
- pytorch_model.bin +1 -1
- runs/Jan27_12-08-15_brutasse/events.out.tfevents.1643285566.brutasse.15970.0 +2 -2
- wandb/run-20220127_121247-o8za41vn/files/output.log +387 -0
- wandb/run-20220127_121247-o8za41vn/files/wandb-summary.json +0 -0
- wandb/run-20220127_121247-o8za41vn/logs/debug-internal.log +538 -0
- wandb/run-20220127_121247-o8za41vn/run-o8za41vn.wandb +0 -0
.gitattributes
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wandb/run-20220127_121247-o8za41vn/run-o8za41vn.wandb filter=lfs diff=lfs merge=lfs -text
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wandb/run-20220127_121247-o8za41vn/files/output.log
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{'eval_loss': 1.147773265838623, 'eval_wer': 0.8787680953732614, 'eval_runtime': 146.3922, 'eval_samples_per_second': 33.082, 'eval_steps_per_second': 4.14, 'epoch': 4.11}
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Model weights saved in ./checkpoint-1500/pytorch_model.bin
|
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Configuration saved in ./checkpoint-1500/preprocessor_config.json
|
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{'eval_loss': 1.147773265838623, 'eval_wer': 0.8787680953732614, 'eval_runtime': 146.3922, 'eval_samples_per_second': 33.082, 'eval_steps_per_second': 4.14, 'epoch': 4.11}
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11%|███████████████▉ | 1999/18250 [50:01<5:43:52, 1.27s/it]
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11%|████████████████ | 2000/18250 [50:03<5:36:00, 1.24s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
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***** Running Evaluation *****
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Num examples = 4843
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Configuration saved in ./checkpoint-2000/config.json
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{'eval_loss': 0.6748705506324768, 'eval_wer': 0.6546693159239285, 'eval_runtime': 146.3732, 'eval_samples_per_second': 33.087, 'eval_steps_per_second': 4.14, 'epoch': 5.48}
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Model weights saved in ./checkpoint-2000/pytorch_model.bin
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Configuration saved in ./checkpoint-2000/preprocessor_config.json
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Configuration saved in ./preprocessor_config.json
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01/27/2022 13:06:22 - WARNING - huggingface_hub.repository - Adding files tracked by Git LFS: ['wandb/run-20220127_121247-o8za41vn/run-o8za41vn.wandb']. This may take a bit of time if the files are large.
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