codet5-small-v15

chathuranga-jayanath/codet5-small-v15

codet5-small-v15 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: Feb 4, 2024
Updated: Feb 5, 2024
SHA: 5a8ba5f5

Base models

Salesforce/codet5-small

Model card

From the Hugging Face model README

codet5-small-v15

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: 0.3626
Bleu Score: 0.0067
Gen Len: 14.3218

Model description

prompt: [BUG]... [CONTEXT]... [METHOD]...

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: 30
eval_batch_size: 30
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	171	0.4371	0.0067	14.237
No log	2.0	342	0.3753	0.0068	14.1711
0.5714	3.0	513	0.3626	0.0067	14.3218

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: Feb 4, 2024
Updated: Feb 5, 2024