unlearn_samsum_t5-xl_bad_teaching_8_42 – AI Model by jialicheng | AlphaNeural AI

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jialicheng/
unlearn_samsum_t5-xl_bad_teaching_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: 114.2331
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 127.0
Test Rougel: 0.0
Df Rougel: 0.0
Unlearn Overall Rougel: 0.5
Unlearn Time: 22456.1973

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	0.99	73	96.5969	1.4596	0.0	1.5944	1.4611	127.0	0.4391	0.4391	-1
No log	2.0	147	108.4573	0.0	0.0	0.0	0.0	127.0	0.5	0.5	-1
No log	2.49	183	114.2331	0.0	0.0	0.0	0.0	127.0	0.5	0.5	-1

Framework versions

Transformers 4.39.3
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.15.2