flan-t5-small-chat

ncoder-incite/flan-t5-small-chat

flan-t5-small-chat is a machine learning model from ncoder-incite. 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. --

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Nov 2, 2023
Updated: Nov 3, 2023
SHA: 1019ea76

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-chat

This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1109
Rouge1: 78.7129
Rouge2: 57.4257
Rougel: 78.7129
Rougelsum: 78.7129
Gen Len: 3.0

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	51	0.1385	75.7426	51.4851	75.7426	75.7426	3.0
No log	2.0	102	0.1108	80.198	60.396	80.198	80.198	3.0
No log	3.0	153	0.1127	77.7228	55.4455	77.7228	77.7228	3.0
No log	4.0	204	0.1109	78.7129	57.4257	78.7129	78.7129	3.0

Framework versions

Transformers 4.34.1
Pytorch 2.1.0
Datasets 2.14.6
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Nov 2, 2023
Updated: Nov 3, 2023