t5-base_cola_moe_ex19_epochs-3_decoder_all_sparsity10_mare_mlp

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t5-base_cola_moe_ex19_epochs-3_decoder_all_sparsity10_mare_mlp

This model is a fine-tuned version of t5-base on the glue dataset. It achieves the following results on the evaluation set:

• Loss: 0.6160
• Accuracy: 0.8322

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: 5e-05
• train_batch_size: 16
• eval_batch_size: 32
• seed: 1
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 20
• num_epochs: 3

Training results

Framework versions

• Transformers 4.34.1
• Pytorch 2.0.1+cu117
• Datasets 2.9.0
• Tokenizers 0.14.1