debiased – AI Model by samzirbo | AlphaNeural AI

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samzirbo/
debiased

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text2text-generation

generated_from_trainer

samzirbo/gendered

endpoints_compatible

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debiased

This model is a fine-tuned version of samzirbo/gendered on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2202
Bleu: 43.2797
Meteor: 0.6854
Chrf++: 62.2643

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
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
training_steps: 10000

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Meteor	Chrf++
1.4077	4.0	2500	1.2011	43.3975	0.685	62.313
1.2934	8.0	5000	1.2125	43.223	0.6845	62.1664
1.2352	12.0	7500	1.2173	43.2517	0.685	62.2467
1.2137	16.0	10000	1.2202	43.2797	0.6854	62.2643

Framework versions

Transformers 4.38.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.15.2