codet5-small-v8

chathuranga-jayanath/codet5-small-v8

codet5-small-v8 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 30, 2024
Updated: Jan 31, 2024
SHA: cec5dea5

Base models

Salesforce/codet5-small

Model card

From the Hugging Face model README

codet5-small-v8

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: 0.0620
Bleu Score: 0.0004
Gen Len: 16.922

Model description

Trained:

dataset: chathuranga-jayanath/context-5-predict-token-for-fine-tune-without-comments-from-finmath-portion-1.0-prompt-2
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
0.1297	1.0	5191	0.0920	0.0004	16.8981
0.0908	2.0	10382	0.0688	0.0004	16.9204
0.0787	3.0	15573	0.0620	0.0004	16.922

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 30, 2024
Updated: Jan 31, 2024