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End of training

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  1. README.md +71 -0
  2. generation_config.json +14 -0
README.md ADDED
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+ ---
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+ language:
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+ - ymr
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+ license: apache-2.0
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+ base_model: openai/whisper-small
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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: leenag/Norm_KLuke_Med
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+ results: []
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+ ---
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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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+
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+ # leenag/Norm_KLuke_Med
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+
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Spoken Bible Corpus: Malasar dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5144
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+ - Wer: 44.9541
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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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+ - 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: 2000
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|
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+ | 0.0275 | 11.3636 | 250 | 0.3935 | 48.5092 |
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+ | 0.0091 | 22.7273 | 500 | 0.4626 | 49.0252 |
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+ | 0.0012 | 34.0909 | 750 | 0.4798 | 47.1330 |
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+ | 0.0002 | 45.4545 | 1000 | 0.5015 | 46.3876 |
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+ | 0.0001 | 56.8182 | 1250 | 0.4947 | 45.5849 |
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+ | 0.0 | 68.1818 | 1500 | 0.5088 | 45.0688 |
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+ | 0.0 | 79.5455 | 1750 | 0.5129 | 44.9541 |
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+ | 0.0 | 90.9091 | 2000 | 0.5144 | 44.9541 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.41.2
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.16.0
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+ - Tokenizers 0.19.1
generation_config.json ADDED
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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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+ "suppress_tokens": [],
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+ "transformers_version": "4.41.2",
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+ "use_cache": false
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+ }