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End of training

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  1. README.md +23 -8
  2. model.safetensors +1 -1
README.md CHANGED
@@ -19,8 +19,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the pphuc25/EngMed dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 2.1885
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- - Wer: 64.3381
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  ## Model description
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@@ -46,17 +46,32 @@ The following hyperparameters were used during training:
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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: 100
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- - num_epochs: 5
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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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- | 1.2506 | 1.0 | 2506 | 1.8234 | 68.3468 |
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- | 0.8111 | 2.0 | 5012 | 1.8613 | 63.4767 |
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- | 0.4577 | 3.0 | 7518 | 1.9671 | 71.6598 |
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- | 0.2581 | 4.0 | 10024 | 2.1055 | 63.3726 |
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- | 0.1261 | 5.0 | 12530 | 2.1885 | 64.3381 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the pphuc25/EngMed dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 3.4853
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+ - Wer: 66.7045
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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: 100
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+ - num_epochs: 20
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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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+ | 1.2768 | 1.0 | 2506 | 1.8614 | 66.7187 |
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+ | 0.9077 | 2.0 | 5012 | 1.9243 | 66.6383 |
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+ | 0.6044 | 3.0 | 7518 | 2.0816 | 71.3474 |
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+ | 0.4112 | 4.0 | 10024 | 2.2672 | 69.5064 |
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+ | 0.2788 | 5.0 | 12530 | 2.4746 | 65.6728 |
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+ | 0.1736 | 6.0 | 15036 | 2.6423 | 68.1196 |
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+ | 0.096 | 7.0 | 17542 | 2.7603 | 66.7897 |
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+ | 0.0632 | 8.0 | 20048 | 2.9008 | 68.4746 |
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+ | 0.046 | 9.0 | 22554 | 3.0145 | 69.8850 |
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+ | 0.0338 | 10.0 | 25060 | 3.0977 | 66.8749 |
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+ | 0.0203 | 11.0 | 27566 | 3.1614 | 67.5186 |
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+ | 0.0207 | 12.0 | 30072 | 3.2117 | 65.2847 |
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+ | 0.011 | 13.0 | 32578 | 3.3028 | 66.4253 |
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+ | 0.007 | 14.0 | 35084 | 3.3854 | 68.1102 |
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+ | 0.0071 | 15.0 | 37590 | 3.3962 | 66.8702 |
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+ | 0.0041 | 16.0 | 40096 | 3.4312 | 66.8323 |
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+ | 0.0043 | 17.0 | 42602 | 3.4244 | 66.5294 |
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+ | 0.0036 | 18.0 | 45108 | 3.4340 | 66.8512 |
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+ | 0.0019 | 19.0 | 47614 | 3.4810 | 67.6558 |
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+ | 0.0003 | 20.0 | 50120 | 3.4853 | 66.7045 |
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  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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