flan-t5-base-sheldon-chat

Shakhovak/flan-t5-base-sheldon-chat

flan-t5-base-sheldon-chat is a machine learning model from Shakhovak. 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: Feb 24, 2024
Updated: Feb 25, 2024
SHA: a11ca9f4

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan-t5-base-sheldon-chat

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

Loss: 2.5021
Rouge1: 9.2255
Rouge2: 1.7498
Rougel: 8.7322
Rougelsum: 8.7224
Gen Len: 13.9771

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.0041	1.0	2902	2.7134	8.9179	1.7759	8.4354	8.3692	13.6702
2.7806	2.0	5804	2.5558	9.4222	1.713	8.8035	8.8291	14.9178
2.6937	3.0	8706	2.5021	9.2255	1.7498	8.7322	8.7224	13.9771

Framework versions

Transformers 4.38.1
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Feb 24, 2024
Updated: Feb 25, 2024