mbart-large-50-finetuned-stocks-event-3 – AI Model by jiaoqsh | AlphaNeural AI

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jiaoqsh/
mbart-large-50-finetuned-stocks-event-3

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mbart-large-50-finetuned-stocks-event-3

This model is a fine-tuned version of facebook/mbart-large-50 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2914
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0

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: 5.6e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
5.4797	1.0	29	1.7775	0.0	0.0	0.0	0.0
0.5482	2.0	58	0.6397	0.0	0.0	0.0	0.0
0.3064	3.0	87	0.3303	0.0	0.0	0.0	0.0
0.1991	4.0	116	0.2728	0.0	0.0	0.0	0.0
0.1673	5.0	145	0.2764	0.0	0.0	0.0	0.0
0.1513	6.0	174	0.3056	0.0	0.0	0.0	0.0
0.145	7.0	203	0.2939	0.0	0.0	0.0	0.0
0.0741	8.0	232	0.2914	0.0	0.0	0.0	0.0

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2