emnlp_test_9clusters_msmarco – AI Model by hungngo04 | AlphaNeural AI

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hungngo04/
emnlp_test_9clusters_msmarco

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text2text-generation

generated_from_trainer

facebook/bart-base

endpoints_compatible

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emnlp_test_9clusters_msmarco

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

Loss: 1.2540
Bleu: 47.8433
Gen Len: 10.199

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: 2e-05
train_batch_size: 256
eval_batch_size: 256
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	258	2.6072	17.3158	10.2598
3.0968	2.0	516	1.9501	29.2696	10.5689
3.0968	3.0	774	1.5769	38.3469	10.4586
1.911	4.0	1032	1.3777	44.1139	10.2272
1.911	5.0	1290	1.2820	46.7911	10.2506
1.5443	6.0	1548	1.2540	47.8433	10.199

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1