unlearn_samsum_t5-xl_random_label_2_42 – AI Model by jialicheng | AlphaNeural AI

You can deploy this model and start earning money today!

jialicheng/
unlearn_samsum_t5-xl_random_label_2_42

like

0

generated_from_trainer

google/t5-v1_1-xl

Views

No views yet

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: 1.1560
Rouge1: 55.393
Rouge2: 30.9912
Rougel: 46.3327
Rougelsum: 51.1211
Gen Len: 26.17
Test Rougel: 46.2835
Df Rougel: 49.0585
Unlearn Overall Rougel: -0.8875
Unlearn Time: 11802.8474

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	460	1.1254	55.117	31.0244	48.1353	50.7897	24.6325	-0.4537	-0.4537	-1
No log	2.0	920	1.1416	55.4865	30.9865	48.0898	51.2319	26.4175	-0.4670	-0.4670	-1
1.0462	2.5	1150	1.1560	55.393	30.9912	49.0585	51.1211	26.17	-0.8875	-0.8875	-1

Framework versions

Transformers 4.39.3
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.15.2