working – AI Model by RazinAleks | AlphaNeural AI

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text2text-generation

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RazinAleks/working

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working

This model is a fine-tuned version of RazinAleks/working on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.2209
Rouge1: 0.0485
Rouge2: 0.0137
Rougel: 0.0481
Rougelsum: 0.0484
Gen Len: 17.5748

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
4.267	1.0	938	3.3590	0.0423	0.0117	0.042	0.0421	17.3022
3.9878	2.0	1876	3.2691	0.0437	0.0116	0.0435	0.0437	17.3476
3.9117	3.0	2814	3.2318	0.0483	0.014	0.0479	0.0481	17.61
3.8808	4.0	3752	3.2209	0.0485	0.0137	0.0481	0.0484	17.5748

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3