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taiypeo/
bart-large-wikilarge-nested-wasserstein-sequential-wikiauto

Name: bart-large-wikilarge-nested-wasserstein-sequential-wikiauto
Availability: InStock

generated_from_trainer

taiypeo/bart-large-wikilarge-alt

finetune

endpoints_compatible

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bart-large-wikilarge-nested-wasserstein-sequential-wikiauto

This model is a fine-tuned version of taiypeo/bart-large-wikilarge-alt on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.6668
Sari: 40.0763
Sari Add: 6.4925
Sari Keep: 68.3718
Sari Del: 45.3647
Fkgl: 6.6776
Bleu: 77.3867

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: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.06
num_epochs: 5
label_smoothing_factor: 0.3

Training results

Training Loss	Epoch	Step	Validation Loss	Sari	Sari Add	Sari Keep	Sari Del	Fkgl	Bleu
0.0401	0.0049	100	4.6668	40.0763	6.4925	68.3718	45.3647	6.6776	77.3867
0.04	0.0097	200	4.6620	40.0513	6.5849	67.9212	45.6477	6.5545	76.756
0.0392	0.0146	300	4.6564	40.0429	6.7878	67.4807	45.8601	6.5075	75.9774
0.0378	0.0195	400	4.6539	39.9143	6.8606	66.2838	46.5985	6.2274	73.9864
0.0365	0.0244	500	4.6626	39.6199	7.0247	64.7571	47.0779	5.9955	71.5963
0.0347	0.0292	600	4.6930	38.9169	7.0173	61.8948	47.8387	5.5183	67.1735

Framework versions

Transformers 4.57.3
Pytorch 2.9.1+cu128
Datasets 3.6.0
Tokenizers 0.22.1

taiypeo/bart-large-wikilarge-nested-wasserstein-sequential-wikiauto

bart-large-wikilarge-nested-wasserstein-sequential-wikiauto

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

taiypeo/
bart-large-wikilarge-nested-wasserstein-sequential-wikiauto