flan-t5-base-ARv1

G-R-A-V-I-T-Y/flan-t5-base-ARv1

flan-t5-base-ARv1 is a machine learning model from G-R-A-V-I-T-Y. 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: May 22, 2024
Updated: May 25, 2024
SHA: 74eb855e

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan-t5-base-ARv1

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: 0.8087
Exact Match: 17.1569
Gen Len: 4.0

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: 0.01
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	Exact Match	Gen Len
0.8486	1.0	4246	0.8367	30.085	3.0
0.8316	2.0	8492	0.8192	17.1569	4.0
0.8266	3.0	12738	0.8136	17.1569	4.0
0.818	4.0	16984	0.8087	17.1569	4.0

Framework versions

Transformers 4.41.0
Pytorch 2.2.1
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 22, 2024
Updated: May 25, 2024