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