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Browse files- README.md +73 -0
- generation_config.json +159 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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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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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: fs-w-he-tiny
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results: []
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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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# fs-w-he-tiny
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.6276
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- Wer: 139.9335
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- Cer: 134.1807
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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: 16
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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: 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 | Cer |
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|:-------------:|:-------:|:----:|:---------------:|:--------:|:--------:|
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| 10.7026 | 4.5872 | 500 | 10.1826 | 184.1406 | 154.3198 |
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| 2.9461 | 9.1743 | 1000 | 3.4468 | 227.1130 | 234.3696 |
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| 1.2202 | 13.7615 | 1500 | 2.2670 | 130.1045 | 120.0275 |
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| 0.5577 | 18.3486 | 2000 | 1.9164 | 113.2953 | 101.0735 |
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| 0.2603 | 22.9358 | 2500 | 1.9956 | 138.4615 | 129.8952 |
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| 0.0533 | 27.5229 | 3000 | 2.1263 | 130.7217 | 120.5428 |
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| 0.012 | 32.1101 | 3500 | 2.3153 | 111.6334 | 96.2985 |
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| 0.0012 | 36.6972 | 4000 | 2.4891 | 126.2108 | 114.8574 |
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| 0.0003 | 41.2844 | 4500 | 2.5962 | 139.4112 | 129.4401 |
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| 0.0002 | 45.8716 | 5000 | 2.6276 | 139.9335 | 134.1807 |
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### Framework versions
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- Transformers 4.45.1
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- Pytorch 2.4.1+cu121
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- Datasets 3.0.1
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- Tokenizers 0.20.0
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generation_config.json
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 151061672
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccf29c507d22cf89b17829789851e46b9d12de65e6c3b029692d9f8158fc198c
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size 151061672
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