Commit
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ae1083b
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Parent(s):
fdf2f06
End of training
Browse files- README.md +71 -0
- generation_config.json +1 -1
- 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: kavyamanohar/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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# kavyamanohar/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: 0.6056
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- Wer: 58.9377
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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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| 0.1635 | 11.36 | 250 | 0.3183 | 63.2210 |
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| 0.0134 | 22.73 | 500 | 0.4616 | 63.7350 |
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| 0.0023 | 34.09 | 750 | 0.5199 | 59.6802 |
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| 0.0004 | 45.45 | 1000 | 0.5627 | 58.5951 |
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| 0.0003 | 56.82 | 1250 | 0.5831 | 59.0520 |
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| 0.0002 | 68.18 | 1500 | 0.5959 | 58.9949 |
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| 0.0002 | 79.55 | 1750 | 0.6032 | 59.1091 |
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| 0.0002 | 90.91 | 2000 | 0.6056 | 58.9377 |
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### Framework versions
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- Transformers 4.37.0.dev0
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- Pytorch 2.0.1+cu117
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- Datasets 2.12.0
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- Tokenizers 0.15.0
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generation_config.json
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@@ -259,5 +259,5 @@
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"transcribe": 50359,
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"translate": 50358
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},
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-
"transformers_version": "4.
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}
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"transcribe": 50359,
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"translate": 50358
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},
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"transformers_version": "4.37.0.dev0"
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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 966995080
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version https://git-lfs.github.com/spec/v1
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oid sha256:6a7c8876b05ad68577014fdbb16eb6d4897c072a3809fa9ac95d01cf02962bd0
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size 966995080
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