Gan1108/robertaForCausalLM

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robertaForCausalLM

This model is a fine-tuned version of ukr-models/xlm-roberta-base-uk on the Gan1108/agriparts dataset. It achieves the following results on the evaluation set:

• —Loss: 1.0242

Model description

The model is trained to generate a text description in Ukrainian of spare parts for agricultural machinery based on their name.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0

Training results

Framework versions

• —Transformers 4.37.2
• —Pytorch 2.1.2+cu121
• —Datasets 2.16.1
• —Tokenizers 0.15.1