V1 – AI Model by dmen24 | AlphaNeural AI | AlphaNeural AI

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dmen24/
V1

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text2text-generation

generated_from_trainer

dmen24/my_fantastic_patent_model

text-generation-inference

endpoints_compatible

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V1

This model is a fine-tuned version of dmen24/my_fantastic_patent_model on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.9191
Rouge1: 0.2245
Rouge2: 0.1261
Rougel: 0.1952
Rougelsum: 0.1951
Gen Len: 18.971

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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.1187	1.0	625	1.9743	0.2248	0.1246	0.1947	0.1947	18.9375
2.0797	2.0	1250	1.9624	0.225	0.1253	0.1953	0.1953	18.9375
2.0864	3.0	1875	1.9530	0.2254	0.1258	0.1956	0.1956	18.9678
2.0669	4.0	2500	1.9499	0.2258	0.126	0.1959	0.1959	18.9678

Framework versions

Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3