Model save
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README.md
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---
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license: apache-2.0
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base_model: qanastek/whisper-small-french-uncased
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tags:
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- generated_from_trainer
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datasets:
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- common_voice_16_0
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metrics:
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- wer
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model-index:
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- name: qanastek/whisper-small-french-uncased
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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_16_0
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type: common_voice_16_0
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config: fr
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split: test
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args: fr
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metrics:
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- name: Wer
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type: wer
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value: 15.470714142118894
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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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# qanastek/whisper-small-french-uncased
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This model is a fine-tuned version of [qanastek/whisper-small-french-uncased](https://huggingface.co/qanastek/whisper-small-french-uncased) on the common_voice_16_0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3791
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- Wer: 15.4707
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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: 5e-07
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- train_batch_size: 16
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- eval_batch_size: 32
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- seed: 42
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- gradient_accumulation_steps: 4
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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: 100
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- training_steps: 1000
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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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| 0.9295 | 0.2 | 100 | 0.8014 | 15.1845 |
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| 0.2976 | 0.4 | 200 | 0.4207 | 16.0289 |
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| 0.2699 | 0.59 | 300 | 0.3999 | 15.8267 |
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| 0.2773 | 0.79 | 400 | 0.3910 | 15.7267 |
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| 0.2631 | 0.99 | 500 | 0.3863 | 15.5972 |
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| 0.2487 | 1.19 | 600 | 0.3834 | 15.5907 |
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| 0.2477 | 1.39 | 700 | 0.3814 | 15.6156 |
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| 0.2428 | 1.59 | 800 | 0.3801 | 15.4902 |
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| 0.2492 | 1.78 | 900 | 0.3794 | 15.4672 |
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| 0.2471 | 1.98 | 1000 | 0.3791 | 15.4707 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.2.dev0
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- Tokenizers 0.15.0
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generation_config.json
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{
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"begin_suppress_tokens": [
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220,
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50257
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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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"max_length": 448,
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"pad_token_id": 50257,
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"transformers_version": "4.38.0.dev0",
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"use_cache": false
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}
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model.safetensors
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runs/Jan23_19-15-03_ip-172-31-68-44/events.out.tfevents.1706039011.ip-172-31-68-44.32867.0
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