4d-pl-addition-3000

AlexWang99/4d-pl-addition-3000

4d-pl-addition-3000 is a machine learning model from AlexWang99. 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: Apr 22, 2024
Updated: Apr 23, 2024
SHA: c7a6924b

Base models

google/byt5-small

Model card

From the Hugging Face model README

byt5_3k_4d

This model is a fine-tuned version of google/byt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0734

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: 800
eval_batch_size: 800
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	4	0.0858
No log	2.0	8	0.0784
0.2758	3.0	12	0.0821
0.2758	4.0	16	0.0756
0.2665	5.0	20	0.0801
0.2665	6.0	24	0.0745
0.2665	7.0	28	0.0699
0.2578	8.0	32	0.0731
0.2578	9.0	36	0.0740
0.254	10.0	40	0.0734

Framework versions

Transformers 4.35.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 22, 2024
Updated: Apr 23, 2024