End of training
Browse files- README.md +70 -0
- generation_config.json +248 -0
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: openai/whisper-base
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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: whisper-base-akan
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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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# whisper-base-akan
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This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1058
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- Wer: 41.1088
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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: 0.0001
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- train_batch_size: 32
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- eval_batch_size: 8
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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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| 1.8723 | 10.0 | 250 | 1.0427 | 68.4371 |
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| 0.3084 | 20.0 | 500 | 0.7759 | 44.8196 |
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| 0.0708 | 30.0 | 750 | 0.9140 | 42.7532 |
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| 0.027 | 40.0 | 1000 | 1.0043 | 42.5058 |
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| 0.0109 | 50.0 | 1250 | 1.0740 | 42.1711 |
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| 0.0046 | 60.0 | 1500 | 1.0846 | 40.9488 |
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| 0.0032 | 70.0 | 1750 | 1.1017 | 41.3708 |
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| 0.0022 | 80.0 | 2000 | 1.1058 | 41.1088 |
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### Framework versions
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- Transformers 4.45.1
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- Pytorch 2.4.1+cu121
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- Datasets 3.0.1
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- Tokenizers 0.20.0
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generation_config.json
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{
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"alignment_heads": [
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[
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+
3,
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+
1
|
| 6 |
+
],
|
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[
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4,
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+
2
|
| 10 |
+
],
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[
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+
4,
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3
|
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+
],
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[
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+
4,
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+
7
|
| 18 |
+
],
|
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[
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5,
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+
1
|
| 22 |
+
],
|
| 23 |
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[
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| 24 |
+
5,
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| 25 |
+
2
|
| 26 |
+
],
|
| 27 |
+
[
|
| 28 |
+
5,
|
| 29 |
+
4
|
| 30 |
+
],
|
| 31 |
+
[
|
| 32 |
+
5,
|
| 33 |
+
6
|
| 34 |
+
]
|
| 35 |
+
],
|
| 36 |
+
"begin_suppress_tokens": [
|
| 37 |
+
220,
|
| 38 |
+
50257
|
| 39 |
+
],
|
| 40 |
+
"bos_token_id": 50257,
|
| 41 |
+
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|
| 42 |
+
"dropout": 0.1,
|
| 43 |
+
"eos_token_id": 50257,
|
| 44 |
+
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 50 |
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|
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|
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|
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
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|
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|
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|
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|
| 153 |
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| 154 |
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|
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|
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3268,
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6585,
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},
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}
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