debiased_disambiguated – AI Model by samzirbo | AlphaNeural AI

You can deploy this model and start earning money today!

samzirbo/
debiased_disambiguated

like

0

text2text-generation

generated_from_trainer

samzirbo/gendered

endpoints_compatible

Views

No views yet

debiased_disambiguated

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

Loss: 1.2453
Bleu: 43.5861
Meteor: 0.6865
Chrf++: 62.3743

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: 20000

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Meteor	Chrf++
1.4455	4.0	2500	1.1810	43.8822	0.6877	62.5322
1.2959	8.0	5000	1.1951	43.9075	0.6891	62.7025
1.2075	12.0	7500	1.2133	43.6813	0.6888	62.5626
1.1445	16.0	10000	1.2240	43.5134	0.6885	62.4241
1.1008	20.0	12500	1.2336	43.5913	0.6874	62.444
1.0732	24.0	15000	1.2432	43.5071	0.6865	62.3624
1.058	28.0	17500	1.2448	43.5427	0.6867	62.3699
1.0526	32.0	20000	1.2453	43.5861	0.6865	62.3743

Framework versions

Transformers 4.38.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.15.2