debiased_disambiguated_old – AI Model by samzirbo | AlphaNeural AI

You can deploy this model and start earning money today!

samzirbo/
debiased_disambiguated_old

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: 1.2519
Bleu: 43.4419
Meteor: 0.6862
Chrf++: 62.3013

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++
1.445	4.0	2500	1.1822	43.9248	0.6884	62.5723
1.2957	8.0	5000	1.1979	43.8883	0.6895	62.7128
1.2075	12.0	7500	1.2175	43.7585	0.6898	62.632
1.1444	16.0	10000	1.2293	43.4828	0.6877	62.4138
1.1008	20.0	12500	1.2393	43.6407	0.6878	62.4843
1.0732	24.0	15000	1.2493	43.5384	0.6871	62.4032
1.058	28.0	17500	1.2515	43.4728	0.686	62.3369
1.0526	32.0	20000	1.2519	43.4419	0.6862	62.3013

Framework versions

Transformers 4.38.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.15.2