unlearn_samsum_t5-xl_bad_teaching_6_42 – AI Model by jialicheng | AlphaNeural AI

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jialicheng/
unlearn_samsum_t5-xl_bad_teaching_6_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: 100.1883
Rouge1: 1.4644
Rouge2: 0.0
Rougel: 1.4705
Rougelsum: 1.4558
Gen Len: 127.0
Test Rougel: 1.4726
Df Rougel: 1.7718
Unlearn Overall Rougel: 0.3504
Unlearn Time: 18511.0283

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: 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: 2.5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len	Overall Rougel	Unlearn Overall Rougel	Time
No log	1.0	55	47.9092	1.5109	0.0	1.7903	1.5106	114.0	0.3640	0.3640	-1
No log	2.0	110	98.5714	1.4644	0.0	1.7718	1.4558	127.0	0.3504	0.3504	-1
No log	2.51	138	100.1883	1.4644	0.0	1.7718	1.4558	127.0	0.3504	0.3504	-1

Framework versions

Transformers 4.39.3
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.15.2