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tinybert-6l-768d-squad2-finetuned-SRH-v2-BiLSTM-finetuned-SRH-optiparam-unfrozen-v3 – AI Model by allistair99 | AlphaNeural AI
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tinybert-6l-768d-squad2-finetuned-SRH-v2-BiLSTM-finetuned-SRH-optiparam-unfrozen-v3
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safetensors
bert
generated_from_trainer
srh_test66
allistair99/tinybert-6l-768d-BiLSTM-finetuned-squad-optiparam
finetune
mit
us
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tinybert-6l-768d-squad2-finetuned-SRH-v2-BiLSTM-finetuned-SRH-optiparam-unfrozen-v3
This model is a fine-tuned version of
allistair99/tinybert-6l-768d-BiLSTM-finetuned-squad-optiparam
on the srh_test66 dataset. It achieves the following results on the evaluation set:
Loss: 1.8185
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
No log
1.0
42
1.8908
No log
2.0
84
1.7989
No log
3.0
126
1.8185
Framework versions
Transformers 4.40.0
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
