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End of training
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README.md
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---
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language:
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- ur
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license: apache-2.0
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base_model: openai/whisper-large-v2
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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_14_0
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metrics:
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- wer
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model-index:
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- name: Whisper Large Ur
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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 14.0
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type: mozilla-foundation/common_voice_14_0
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config: ur
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split: test
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args: ur
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metrics:
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- name: Wer
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type: wer
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value: 34.28703990102072
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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 Large Ur
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This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) on the Common Voice 14.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5744
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- Wer: 34.2870
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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: 32
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- eval_batch_size: 16
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- seed: 42
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- distributed_type: multi-GPU
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 64
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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: 1000
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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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| 0.0134 | 9.07 | 1000 | 0.5744 | 34.2870 |
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.2.dev0
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- Tokenizers 0.15.0
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runs/Jan04_18-48-38_19a34eb4c2f6/events.out.tfevents.1704394234.19a34eb4c2f6.1177.0
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:820bfc5141111835f55468727e2e07a820233525a7ea48e509530650a364dcf9
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size 12226
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