t5-xl-v2

ShokSmile/t5-xl-v2

t5-xl-v2 is a machine learning model from ShokSmile. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Mar 31, 2024
Updated: Mar 31, 2024
SHA: 207d3f3d

Base models

google/flan-t5-xl

Model card

From the Hugging Face model README

t5-xl-v2

This model is a fine-tuned version of google/flan-t5-xl on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8350
Rouge1: 29.9535
Rouge2: 11.4157
Rougel: 21.3830
Rougelsum: 21.3793

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: 4e-05
train_batch_size: 24
eval_batch_size: 32
seed: 7
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
2.1401	0.34	300	1.8438	30.0703	11.5959	21.6066	21.6053
2.13	0.67	600	1.8369	29.9460	11.6006	21.6609	21.6625
2.1364	1.01	900	1.8262	30.2597	11.8455	21.7202	21.7212
2.1301	1.35	1200	1.8301	30.1492	11.6922	21.6115	21.6151
2.146	1.68	1500	1.8350	29.9535	11.4157	21.3830	21.3793

Framework versions

PEFT 0.10.0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Mar 31, 2024
Updated: Mar 31, 2024