Model save
Browse files- README.md +84 -0
- generation_config.json +7 -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: Curiousfox/whisper_new_ver4
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tags:
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- generated_from_trainer
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datasets:
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- common_voice_12_0
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metrics:
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- wer
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model-index:
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- name: whisper_new_ver5
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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_12_0
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type: common_voice_12_0
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config: nan-tw
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split: test
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args: nan-tw
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metrics:
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- name: Wer
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type: wer
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value: 86.59217877094973
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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_new_ver5
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This model is a fine-tuned version of [Curiousfox/whisper_new_ver4](https://huggingface.co/Curiousfox/whisper_new_ver4) on the common_voice_12_0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7340
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- Wer: 86.5922
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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-06
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- train_batch_size: 8
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- eval_batch_size: 16
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- seed: 42
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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: 1000
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- training_steps: 8000
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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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| 0.3476 | 0.4073 | 800 | 0.5630 | 86.3890 |
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| 0.2172 | 0.8147 | 1600 | 0.6254 | 85.6780 |
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| 0.1864 | 1.2220 | 2400 | 0.6920 | 86.2875 |
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| 0.1359 | 1.6293 | 3200 | 0.6817 | 84.3575 |
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| 0.123 | 2.0367 | 4000 | 0.7072 | 83.7481 |
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| 0.0894 | 2.4440 | 4800 | 0.7293 | 85.8812 |
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| 0.086 | 2.8513 | 5600 | 0.7340 | 86.5922 |
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### Framework versions
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- Transformers 4.51.3
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- Pytorch 2.6.0+cu124
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- Datasets 3.5.1
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- Tokenizers 0.21.1
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generation_config.json
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@@ -0,0 +1,7 @@
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{
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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"pad_token_id": 50257,
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"transformers_version": "4.51.3"
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}
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model.safetensors
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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 3055544304
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version https://git-lfs.github.com/spec/v1
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oid sha256:5df2ea3d50ea45da992ce6593db11a4bdc0334b7efd87a629d16b749060cb39e
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size 3055544304
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