ImanNalia/FT_Wav2Vec2_960h_No_LM_V2
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README.md
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This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.
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- Wer:
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- Cer: 21.
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## Model description
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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: 2000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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### Framework versions
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This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2440
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- Wer: 40.5592
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- Cer: 21.2837
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## Model description
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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: 2000
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- num_epochs: 50
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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| 6.4178 | 9.26 | 500 | 3.0304 | 100.0 | 99.0785 |
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| 3.418 | 18.52 | 1000 | 2.9473 | 100.0 | 99.0785 |
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| 2.3895 | 27.78 | 1500 | 1.1051 | 47.8959 | 24.0394 |
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| 0.8914 | 37.04 | 2000 | 1.2159 | 43.2724 | 22.3298 |
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| 0.5237 | 46.3 | 2500 | 1.2440 | 40.5592 | 21.2837 |
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### Framework versions
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model.safetensors
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runs/Apr07_07-37-47_n8ew6p6lio/events.out.tfevents.1712475558.n8ew6p6lio.50.0
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training_args.bin
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