codet5-base-v1

chathuranga-jayanath/codet5-base-v1

codet5-base-v1 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 28, 2024
Updated: Jan 29, 2024
SHA: f2b2a9c3

Base models

Salesforce/codet5-base

Model card

From the Hugging Face model README

codet5-base-v1

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

Loss: 0.1484
Bleu Score: 0.0628
Gen Len: 12.8108

Model description

Trained,

on: chathuranga-jayanath/context-5-predict-token-for-fine-tune.
epochs: 3
metric: bleu
tokens added: [BUG], [CONTEXT], [DELETED]

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: 20
eval_batch_size: 20
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	16	0.3666	0.0607	12.9189
No log	2.0	32	0.1967	0.0618	12.9189
No log	3.0	48	0.1484	0.0628	12.8108

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 28, 2024
Updated: Jan 29, 2024