unlearn_samsum_t5-xl_neggrad_8_42 – AI Model by jialicheng | AlphaNeural AI

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jialicheng/
unlearn_samsum_t5-xl_neggrad_8_42

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google/t5-v1_1-xl

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samsum_42

This model is a fine-tuned version of google/t5-v1_1-xl on the samsum dataset. It achieves the following results on the evaluation set:

Loss: 399.4124
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 1.0
Test Rougel: 0.0
Df Rougel: 0.0
Unlearn Overall Rougel: 0.5
Unlearn Time: 3682.0337

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: 1e-05
train_batch_size: 16
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len	Overall Rougel	Unlearn Overall Rougel	Time
No log	0.99	36	1.5559	43.0642	24.4584	39.6017	40.1673	11.5175	-0.0406	-0.0406	-1
No log	2.0	73	62.7019	0.0	0.0	0.0	0.0	1.0	0.5	0.5	-1
No log	2.99	109	251.6681	0.0	0.0	0.0	0.0	1.0	0.5	0.5	-1
No log	4.0	146	372.2671	0.0	0.0	0.0	0.0	1.0	0.5	0.5	-1
No log	4.93	180	399.4124	0.0	0.0	0.0	0.0	1.0	0.5	0.5	-1

Framework versions

Transformers 4.39.3
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.15.2