electraForCausalLM

This model is a fine-tuned version of lang-uk/electra-base-ukrainian-cased-generator on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.3302

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
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.7321	1.0	2354	1.5172
1.4763	2.0	4708	1.3670
1.4006	3.0	7062	1.3302

Framework versions

• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2