End of training
Browse files- README.md +71 -0
- generation_config.json +14 -0
- model.safetensors +1 -1
README.md
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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/Malasar_Luke
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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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# leenag/Malasar_Luke
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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: 0.5075
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- Wer: 48.2010
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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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- 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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-------:|:----:|:---------------:|:-------:|
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| 0.018 | 11.3636 | 250 | 0.3526 | 50.2570 |
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| 0.0059 | 22.7273 | 500 | 0.4000 | 49.5146 |
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| 0.0002 | 34.0909 | 750 | 0.4418 | 48.3152 |
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| 0.0001 | 45.4545 | 1000 | 0.4785 | 48.0868 |
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| 0.0 | 56.8182 | 1250 | 0.4923 | 47.8013 |
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| 0.0 | 68.1818 | 1500 | 0.5008 | 47.8013 |
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| 0.0 | 79.5455 | 1750 | 0.5059 | 48.2010 |
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| 0.0 | 90.9091 | 2000 | 0.5075 | 48.2010 |
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### Framework versions
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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
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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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"suppress_tokens": [],
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"transformers_version": "4.41.2",
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"use_cache": false
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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 3055544304
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version https://git-lfs.github.com/spec/v1
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size 3055544304
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