You can deploy this model and start earning money today!

learn3r/
longt5_xl_summ_screen_memsum_25

Name: longt5_xl_summ_screen_memsum_25
Availability: InStock

generated_from_trainer

learn3r/summ_screen_memsum_oracle

model-index

endpoints_compatible

Views

No views yet

longt5_xl_summ_screen_25

This model is a fine-tuned version of longt5_xl_summ_screen_memsum_20/checkpoint-140 on the learn3r/summ_screen_memsum_oracle dataset. It achieves the following results on the evaluation set:

Loss: 4.0742
Rouge1: 39.5624
Rouge2: 10.2833
Rougel: 21.2004
Rougelsum: 34.0767
Gen Len: 152.0325

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: 0.001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.1846	0.97	14	4.6151	37.719	9.6532	20.2955	32.3806	100.9527
0.1441	1.95	28	4.1640	36.8632	9.6545	20.9349	31.8954	105.5799
0.1379	2.99	43	4.0742	39.5624	10.2833	21.2004	34.0767	152.0325
0.089	3.97	57	4.5216	40.2528	10.9254	21.6978	34.6793	176.0976
0.1028	4.87	70	4.1434	32.7739	9.1305	19.6246	27.9012	59.6775

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3

learn3r/longt5_xl_summ_screen_memsum_25

longt5_xl_summ_screen_25

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

learn3r/
longt5_xl_summ_screen_memsum_25