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8b3a927
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Parent(s):
5b797ee
Updated Hyperparameters
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README.md
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@@ -22,20 +22,23 @@ Tensorflow version (GPU?): 2.5.0 (False)</br>
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## Hyperparameters
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```
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batch_size=8
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n_epochs=6
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base_LM_model = "deepset/roberta-base-squad2"
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max_seq_len=386
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doc_stride=128
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learning_rate=1.5e-5
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adam_epsilon=1e-5
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adam_beta1=0.95
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adam_beta2=0.999
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warmup_steps=100
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weight_decay=0.01
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min_null_score=7.0
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```
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##### There is a special threshold value CLS_threshold=-3 used to more accurately identify no answers [Logic will be available in GitHub Repo [TBD]
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## Hyperparameters
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```
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max_seq_len=386
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doc_stride=128
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n_best_size=20
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max_answer_length=30
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min_null_score=7.0
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batch_size=8
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n_epochs=6
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base_LM_model = "deepset/roberta-base-squad2"
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learning_rate=1.5e-5
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adam_epsilon=1e-5
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adam_beta1=0.95
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adam_beta2=0.999
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warmup_steps=100
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weight_decay=0.01
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optimizer=AdamW
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lr_scheduler="polynomial"
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```
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##### There is a special threshold value CLS_threshold=-3 used to more accurately identify no answers [Logic will be available in GitHub Repo [TBD]
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