codet5p-220m-v30

chathuranga-jayanath/codet5p-220m-v30

codet5p-220m-v30 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 bsd-3-clause.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

10% of all-time downloads

All-time downloads

557

Public

Parameters

223M

70.4 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors892 MB · 100%

At a glance

Library: transformers
License: bsd-3-clause
Model type: t5
Access: Public
Created: Feb 17, 2024
Updated: Feb 18, 2024
SHA: 042ef5b1

Base models

Salesforce/codet5p-220m

Model card

From the Hugging Face model README

codet5p-220m-v30

This model is a fine-tuned version of Salesforce/codet5p-220m on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0641
Bleu Score: 0.0007
Gen Len: 14.5204

Model description

trained,

on: chathuranga-jayanath/context-5-finmath-times4j-html-mavendoxia-wro4j-guava-supercsv-balanced-10k-prompt-1

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: 12
eval_batch_size: 12
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
0.1254	1.0	8517	0.0991	0.0007	14.4791
0.0632	2.0	17034	0.0714	0.0007	14.51
0.0462	3.0	25551	0.0641	0.0007	14.5204

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: bsd-3-clause
Created: Feb 17, 2024
Updated: Feb 18, 2024