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contemmcm/
23aa0d2641e24d14d82a734181021dc2

Name: 23aa0d2641e24d14d82a734181021dc2
Rating: 2.5 (5 reviews)

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23aa0d2641e24d14d82a734181021dc2

This model is a fine-tuned version of FacebookAI/xlm-roberta-large-finetuned-conll03-german on the nyu-mll/glue [mnli] 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	1.1268	0	13.7862	0.3205	0.1676	0.3208	0.3204	0.3207
1.1142	1	12271	1.1005	0.0078	29.6405	0.3545	0.1745	0.3544	0.3545	0.3543
1.1158	2	24542	1.0978	0.0156	44.0543	0.3545	0.1745	0.3544	0.3545	0.3543
1.1067	3	36813	1.0977	0.0312	73.6568	0.3273	0.1644	0.3273	0.3275	0.3277
1.1137	4	49084	1.0979	0.0625	131.7620	0.3545	0.1745	0.3544	0.3545	0.3543
1.1129	5	61355	1.1017	0.125	248.6076	0.3545	0.1745	0.3544	0.3545	0.3543
1.1043	6	73626	1.1031	0.25	481.5122	0.3273	0.1644	0.3273	0.3275	0.3277
1.1049	7	85897	1.1001	0.5	945.5774	0.3545	0.1745	0.3544	0.3545	0.3543