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zaydzuhri/
flan-t5-base-tldr-100k

Name: flan-t5-base-tldr-100k
Availability: InStock

transformers

pytorch

text2text-generation

generated_from_trainer

apache-2.0

text-generation-inference

endpoints_compatible

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flan-t5-base-tldr-100k

This model is a fine-tuned version of google/flan-t5-base on the first 100.000 samples of the Reddit TL;DR dataset. It achieves the following results on the evaluation set:

Loss: 2.7323
Rouge1: 17.0772
Rouge2: 4.4204
Rougel: 14.549
Rougelsum: 15.0148
Gen Len: 16.0925

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Gen Len	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
3.1467	1.0	11250	16.4911	2.9531	15.909	3.8156	13.4884	13.9568
3.0673	2.0	22500	16.4639	2.9318	16.4972	3.9757	13.9517	14.4336
2.9952	3.0	33750	16.2585	2.9245	16.5997	4.1068	14.0299	14.5147
2.9524	4.0	45000	2.7323	17.0772	4.4204	14.549	15.0148	16.0925
2.9223	5.0	56250	2.7328	17.1468	4.4384	14.5798	15.0572	16.2163

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu117
Datasets 2.11.0
Tokenizers 0.13.2

zaydzuhri/flan-t5-base-tldr-100k

flan-t5-base-tldr-100k

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

zaydzuhri/
flan-t5-base-tldr-100k