t5-base-msmarco-nlgen-ob

din0s/t5-base-msmarco-nlgen-ob

t5-base-msmarco-nlgen-ob is a machine learning model from din0s. 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 transformers. The card lists the license as apache-2.0.

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

Downloads · 30 days

129

7% of all-time downloads

All-time downloads

1.9K

Public

Repo size

7.1 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin892 MB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Oct 1, 2022
Updated: Mar 16, 2023
SHA: 7e0ae10b

Datasets

din0s/msmarco-nlgen

Model card

From the Hugging Face model README

t5-base-msmarco-nlgen-ob

This model is a fine-tuned version of t5-base on the MS MARCO Natural Language Generation dataset. It achieves the following results on the evaluation set:

Loss: 0.3874
Rougelsum: 14.4418

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: 0.0001
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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rougelsum
0.5472	0.13	2500	0.4383	14.2497
0.5238	0.26	5000	0.4252	14.4210
0.501	0.39	7500	0.4093	14.3315
0.4958	0.52	10000	0.4006	14.3347
0.4913	0.66	12500	0.3944	14.5925
0.4873	0.79	15000	0.3914	14.4193
0.466	0.92	17500	0.3874	14.4418

Framework versions

Transformers 4.23.0.dev0
Pytorch 1.12.1+cu102
Datasets 2.4.0
Tokenizers 0.12.1

Library: transformers
Type: t5
License: apache-2.0
Created: Oct 1, 2022
Updated: Mar 16, 2023