Model save
Browse files- README.md +84 -0
- model.safetensors +1 -1
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: asr-africa/wav2vec2-xls-r-ewe-100-hours
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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: Wav2vec2-afr
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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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# Wav2vec2-afr
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This model is a fine-tuned version of [asr-africa/wav2vec2-xls-r-ewe-100-hours](https://huggingface.co/asr-africa/wav2vec2-xls-r-ewe-100-hours) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1908
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- Wer: 0.2050
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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: 0.0003
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- train_batch_size: 2
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 16
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 60.0
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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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| 0.2638 | 0.3017 | 500 | 0.3208 | 0.3275 |
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| 0.1603 | 0.6034 | 1000 | 0.2497 | 0.2649 |
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| 0.142 | 0.9050 | 1500 | 0.2145 | 0.2488 |
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| 0.1645 | 1.2064 | 2000 | 0.2023 | 0.2252 |
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| 0.1818 | 1.5080 | 2500 | 0.1984 | 0.2177 |
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| 0.1827 | 1.8097 | 3000 | 0.1995 | 0.2204 |
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| 0.1859 | 2.1110 | 3500 | 0.1994 | 0.2240 |
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| 0.2488 | 2.4127 | 4000 | 0.2040 | 0.2250 |
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| 0.2292 | 2.7144 | 4500 | 0.1991 | 0.2260 |
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| 0.2489 | 3.0157 | 5000 | 0.1845 | 0.2137 |
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| 0.4731 | 3.3174 | 5500 | 0.1854 | 0.2121 |
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| 0.2497 | 3.6191 | 6000 | 0.1888 | 0.2102 |
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| 0.2872 | 3.9207 | 6500 | 0.1915 | 0.2197 |
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| 0.248 | 4.2220 | 7000 | 0.1920 | 0.2199 |
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| 0.2048 | 4.5237 | 7500 | 0.1822 | 0.2055 |
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| 0.1977 | 4.8254 | 8000 | 0.1850 | 0.2094 |
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| 0.1459 | 5.1267 | 8500 | 0.1905 | 0.2153 |
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| 0.1471 | 5.4284 | 9000 | 0.1864 | 0.2023 |
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| 0.1528 | 5.7301 | 9500 | 0.1829 | 0.2089 |
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| 0.0668 | 6.0314 | 10000 | 0.1908 | 0.2050 |
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### Framework versions
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- Transformers 4.50.3
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- Pytorch 2.7.0+cu126
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- Datasets 3.5.0
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- Tokenizers 0.21.1
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model.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 1262094480
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version https://git-lfs.github.com/spec/v1
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oid sha256:93bc01a81d60abea053fde420433d4f14a0953a3ba7e1f950cc936299d969ad2
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size 1262094480
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