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contemmcm/
ec6aae4a895aac715b6da775be1cc914

Name: ec6aae4a895aac715b6da775be1cc914
Rating: 2.5 (6 reviews)

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ec6aae4a895aac715b6da775be1cc914

This model is a fine-tuned version of FacebookAI/xlm-roberta-large-finetuned-conll02-dutch on the fancyzhx/dbpedia_14 dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
total_train_batch_size: 32
total_eval_batch_size: 32
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant
num_epochs: 50

Training Loss	Epoch	Step	Validation Loss	Data Size	Epoch Runtime	Accuracy	F1 Macro	Rouge1	Rougel	Rougelsum
No log	0	0	2.6526	0	92.1554	0.0715	0.0165	0.0714	0.0714	0.0715
0.2163	1	17500	0.1629	0.0078	114.4919	0.9716	0.9715	0.9716	0.9716	0.9716
0.2342	2	35000	0.2625	0.0156	133.9843	0.9525	0.9528	0.9526	0.9526	0.9526
0.1759	3	52500	0.2320	0.0312	176.1696	0.9634	0.9635	0.9634	0.9634	0.9634
0.1897	4	70000	0.1666	0.0625	258.6336	0.9723	0.9724	0.9724	0.9724	0.9724
0.1989	5	87500	0.4303	0.125	424.2550	0.9308	0.9311	0.9308	0.9309	0.9309