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baek26/
wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base

Name: wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base
Availability: InStock

generated_from_trainer

baek26/wiki_asp-animal_2910_bart-base

finetune

apache-2.0

endpoints_compatible

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wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base

This model is a fine-tuned version of baek26/wiki_asp-animal_2910_bart-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.5290
Rouge1: 0.1446
Rouge2: 0.0631
Rougel: 0.1276
Rougelsum: 0.1277
Gen Len: 15.8808

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.93	500	2.5627	0.1435	0.0614	0.1262	0.1261	15.9017
No log	3.87	1000	2.5538	0.1373	0.0583	0.121	0.1212	15.4998
No log	5.8	1500	2.5393	0.1465	0.0638	0.1295	0.1297	16.0893
2.3118	7.74	2000	2.5336	0.1517	0.0666	0.1336	0.1339	16.2204
2.3118	9.67	2500	2.5290	0.1446	0.0631	0.1276	0.1277	15.8808

Framework versions

Transformers 4.38.2
Pytorch 2.0.0+cu117
Datasets 2.18.0
Tokenizers 0.15.2

baek26/wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base

wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

baek26/
wiki_asp-animal_4639_wiki_asp-animal_2910_bart-base