codet5-small-v4

chathuranga-jayanath/codet5-small-v4

codet5-small-v4 is a machine learning model from chathuranga-jayanath. 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: Jan 27, 2024
Updated: Jan 27, 2024
SHA: 7c080d54

Base models

Salesforce/codet5-small

Model card

From the Hugging Face model README

codet5-small-v4

This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7318
Bleu Score: 0.2737
Gen Len: 13.7838

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: 2e-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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu Score	Gen Len
No log	1.0	20	1.7693	0.281	13.5946
No log	2.0	40	1.0720	0.2706	13.9189
No log	3.0	60	0.7318	0.2737	13.7838

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1

Library: transformers
Type: t5
License: apache-2.0
Created: Jan 27, 2024
Updated: Jan 27, 2024