flan-t5-small-ocp-chat

DRAGOO/flan-t5-small-ocp-chat

flan-t5-small-ocp-chat is a machine learning model from DRAGOO. 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: Aug 28, 2023
Updated: Aug 28, 2023
SHA: 9470082a

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-ocp-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: 0.6956
Rouge1: 71.3805
Rouge2: 0.0
Rougel: 71.3805
Rougelsum: 72.2222
Gen Len: 19.0

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	Rougel	Rougelsum	Gen Len
No log	1.0	9	0.8045	71.3805	71.3805	72.2222	19.0
No log	2.0	18	0.7547	65.8249	66.6667	66.6667	19.0
No log	3.0	27	0.7110	71.3805	71.3805	72.2222	19.0
No log	4.0	36	0.6956	71.3805	71.3805	72.2222	19.0

Framework versions

Transformers 4.32.1
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 28, 2023
Updated: Aug 28, 2023