docstring_codet5_instructions_20230101_1701

VictorEigen/docstring_codet5_instructions_20230101_1701

docstring_codet5_instructions_20230101_1701 is a machine learning model from VictorEigen. 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.

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

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Repo size

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Hugging Face

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At a glance

Library: transformers
License: bsd-3-clause
Model type: t5
Access: Public
Created: Aug 1, 2023
Updated: Aug 1, 2023
SHA: 951fdd52

Base models

Salesforce/codet5p-220m

Model card

From the Hugging Face model README

VictorEigen/docstring_codet5_instructions_20230101_1701

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

Train Loss: 2.5300
Validation Loss: 2.7648
Epoch: 1

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:

optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': 28378, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32

Training results

Train Loss	Validation Loss	Epoch
2.9269	2.8101	0
2.5300	2.7648	1

Framework versions

Transformers 4.31.0
TensorFlow 2.12.0
Datasets 2.14.2
Tokenizers 0.13.3

Library: transformers
Type: t5
License: bsd-3-clause
Created: Aug 1, 2023
Updated: Aug 1, 2023