ml_gen_seo_google_23_05_2024 – AI Model by masterkristall | AlphaNeural AI

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masterkristall/
ml_gen_seo_google_23_05_2024

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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ml_gen_seo_google_23_05_2024

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7733

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: 5e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.9707	0.1534	25	0.7829
0.942	0.3067	50	0.7871
0.8262	0.4601	75	0.7827
0.9281	0.6135	100	0.7894
0.9142	0.7669	125	0.7706
0.8757	0.9202	150	0.7701
0.8237	1.0736	175	0.7883
0.8219	1.2270	200	0.7684
0.8051	1.3804	225	0.7779
0.7711	1.5337	250	0.7831
0.8685	1.6871	275	0.7721
0.7802	1.8405	300	0.7804
0.778	1.9939	325	0.7812
0.7685	2.1472	350	0.7782
0.8233	2.3006	375	0.7678
0.7752	2.4540	400	0.7717
0.7144	2.6074	425	0.7722
0.7322	2.7607	450	0.7719
0.6849	2.9141	475	0.7733

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Tokenizers 0.19.1