wiki_asp-educational_institution_8330_bart-base – AI Model by baek26 | AlphaNeural AI

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baek26/
wiki_asp-educational_institution_8330_bart-base

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text2text-generation

generated_from_trainer

facebook/bart-base

endpoints_compatible

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wiki_asp-educational_institution_8330_bart-base

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

Loss: 2.6483
Rouge1: 0.1554
Rouge2: 0.0598
Rougel: 0.1308
Rougelsum: 0.1308
Gen Len: 19.1331

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	1.81	500	2.8696	0.1509	0.054	0.1261	0.126	19.2999
No log	3.63	1000	2.7162	0.1551	0.0574	0.1292	0.1293	19.1107
No log	5.44	1500	2.6720	0.154	0.0588	0.1297	0.1295	19.071
2.9542	7.26	2000	2.6582	0.1564	0.0602	0.1312	0.1312	19.1116
2.9542	9.07	2500	2.6483	0.1554	0.0598	0.1308	0.1308	19.1331

Framework versions

Transformers 4.38.2
Pytorch 2.0.0+cu117
Datasets 2.18.0
Tokenizers 0.15.2