bobbyw/deberta-v3-large_v3_mentioned_common_entities

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deberta-v3-largev3mentionedcommonentities

This model is a fine-tuned version of bobbyw/deberta-v3-large_v3_mentioned_common_entities on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1014
• —Accuracy: 0.0218
• —F1: 0.0427
• —Precision: 0.0218
• —Recall: 1.0
• —Learning Rate: 0.0

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-06
• —trainbatchsize: 3
• —evalbatchsize: 3
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 2

Training results

Framework versions

• —Transformers 4.41.2
• —Pytorch 2.3.0+cu121
• —Datasets 2.19.2
• —Tokenizers 0.19.1