kiddothe2b/longformer-replicated-pos-encodings-4096-2L

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longformer-replicated-pos-encodings-4096-2L

This model is a fine-tuned version of data/models/longformer-replicated-pos-encodings-4096 on the c4 en dataset. It achieves the following results on the evaluation set:

• —Loss: 1.9437
• —Accuracy: 0.6366

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: 0.0001
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 8
• —totaltrainbatch_size: 64
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: constantwithwarmup
• —lrschedulerwarmup_ratio: 1.0
• —training_steps: 6400

Training results

Framework versions

• —Transformers 4.20.0
• —Pytorch 1.12.0+cu113
• —Datasets 2.6.1
• —Tokenizers 0.12.1