emnlp_test_9clusters_msmarco

hungngo04/emnlp_test_9clusters_msmarco

emnlp_test_9clusters_msmarco is a machine learning model from hungngo04. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Jul 11, 2024
Updated: Jul 11, 2024
SHA: 92bdda00

Base models

facebook/bart-base

Model card

From the Hugging Face model README

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

Library: transformers
Type: bart
License: apache-2.0
Created: Jul 11, 2024
Updated: Jul 11, 2024