electraForCausalLM – AI Model by Gan1108 | AlphaNeural AI

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Gan1108/
electraForCausalLM

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text-generation

generated_from_trainer

lang-uk/electra-base-ukrainian-cased-generator

autotrain_compatible

endpoints_compatible

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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