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mobilebert-uncased-squad-v2-30-10-22

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mobilebert
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  1. README.md +22 -12
  2. model.safetensors +1 -1
README.md CHANGED
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [csarron/mobilebert-uncased-squad-v2](https://huggingface.co/csarron/mobilebert-uncased-squad-v2) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 3.0483
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  ## Model description
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@@ -40,22 +40,32 @@ The following hyperparameters were used during training:
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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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- - num_epochs: 10
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | No log | 1.0 | 228 | 2.0782 |
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- | No log | 2.0 | 456 | 2.0429 |
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- | 1.9343 | 3.0 | 684 | 2.0610 |
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- | 1.9343 | 4.0 | 912 | 2.3113 |
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- | 1.7023 | 5.0 | 1140 | 2.2637 |
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- | 1.7023 | 6.0 | 1368 | 2.4966 |
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- | 1.4557 | 7.0 | 1596 | 2.6158 |
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- | 1.4557 | 8.0 | 1824 | 2.8876 |
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- | 1.2366 | 9.0 | 2052 | 2.9951 |
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- | 1.2366 | 10.0 | 2280 | 3.0483 |
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [csarron/mobilebert-uncased-squad-v2](https://huggingface.co/csarron/mobilebert-uncased-squad-v2) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 13.5041
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  ## Model description
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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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+ - num_epochs: 20
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | No log | 1.0 | 228 | 3.1250 |
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+ | No log | 2.0 | 456 | 3.5844 |
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+ | 1.1867 | 3.0 | 684 | 3.9242 |
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+ | 1.1867 | 4.0 | 912 | 4.4160 |
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+ | 0.842 | 5.0 | 1140 | 5.3645 |
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+ | 0.842 | 6.0 | 1368 | 5.7769 |
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+ | 0.5983 | 7.0 | 1596 | 5.6078 |
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+ | 0.5983 | 8.0 | 1824 | 6.2784 |
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+ | 0.4518 | 9.0 | 2052 | 7.7741 |
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+ | 0.4518 | 10.0 | 2280 | 7.4468 |
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+ | 0.332 | 11.0 | 2508 | 8.0155 |
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+ | 0.332 | 12.0 | 2736 | 9.0584 |
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+ | 0.332 | 13.0 | 2964 | 9.9912 |
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+ | 0.2125 | 14.0 | 3192 | 11.2215 |
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+ | 0.2125 | 15.0 | 3420 | 11.8451 |
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+ | 0.1525 | 16.0 | 3648 | 12.2774 |
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+ | 0.1525 | 17.0 | 3876 | 12.5938 |
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+ | 0.1232 | 18.0 | 4104 | 13.8241 |
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+ | 0.1232 | 19.0 | 4332 | 13.4653 |
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+ | 0.1152 | 20.0 | 4560 | 13.5041 |
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  ### Framework versions
model.safetensors CHANGED
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  size 98470136
 
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