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03-tinybert-local – AI Model by alistvt | AlphaNeural AI

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alistvt/
03-tinybert-local

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03-tinybert-local

This model is a fine-tuned version of prajjwal1/bert-tiny on the dialdoc dataset.

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: 3e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 30
total_train_batch_size: 60
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 2.0

Training results

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cpu
Datasets 2.11.0
Tokenizers 0.13.3