md_mt5_0109_v4 – AI Model by Buseak | AlphaNeural AI

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Buseak/
md_mt5_0109_v4

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text2text-generation

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Buseak/md_mt5_0109_v3

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md_mt5_0109_v4

This model is a fine-tuned version of Buseak/md_mt5_0109_v3 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1076
Bleu: 0.5986
Gen Len: 18.9367

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.319	1.0	975	0.1525	0.5661	18.9408
0.3086	2.0	1950	0.1450	0.5746	18.9364
0.2952	3.0	2925	0.1376	0.5786	18.9369
0.2822	4.0	3900	0.1322	0.5793	18.9392
0.272	5.0	4875	0.1272	0.5836	18.94
0.2676	6.0	5850	0.1230	0.5854	18.9377
0.255	7.0	6825	0.1205	0.5873	18.9369
0.2516	8.0	7800	0.1161	0.5901	18.941
0.247	9.0	8775	0.1146	0.5924	18.939
0.2426	10.0	9750	0.1127	0.5947	18.9374
0.234	11.0	10725	0.1108	0.5962	18.9374
0.2359	12.0	11700	0.1091	0.5983	18.9374
0.2347	13.0	12675	0.1086	0.5983	18.9377
0.2271	14.0	13650	0.1077	0.5984	18.9367
0.2318	15.0	14625	0.1076	0.5986	18.9367

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0