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Code Trans T5 Small Code Documentation Generation Go Multitask Finetune

Developed by SEBIS
A Go code documentation generation model based on the T5-small architecture, pre-trained and fine-tuned for multi-tasks, specifically designed for generating documentation descriptions for Go functions/methods
Downloads 14
Release Time : 3/2/2022

Model Overview

This model is designed for the Go programming language, capable of automatically generating documentation for functions/methods. It supports unparsed and untokenized Go code but performs better with tokenized code

Model Features

Multi-task pre-training
Pre-trained on 13 supervised tasks and 7 unsupervised datasets in the field of software development, providing a broad knowledge base
Go language-specific fine-tuning
Fine-tuned specifically for the task of generating documentation for Go functions/methods, excelling in Go code
Supports raw code input
Can directly process unparsed and untokenized Go code, but performs better with tokenized code

Model Capabilities

Go code documentation generation
Automatic function description generation
Code understanding

Use Cases

Software development
Automatic API documentation generation
Automatically generates documentation descriptions for functions and methods in Go projects
BLEU score of 19.54 (on Go code documentation generation tasks)
Code understanding assistance
Helps developers understand the purpose and behavior of complex functions
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