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Code Trans T5 Small Api Generation Multitask Finetune

Developed by SEBIS
Java API recommendation generation model pre-trained on T5-small architecture, optimized through multi-task training and fine-tuning
Downloads 22
Release Time : 3/2/2022

Model Overview

This model is specifically designed for generating API usage recommendations for Java programming tasks, implementing code-to-API-call conversion based on Transformer architecture

Model Features

Multi-task Pretraining
Pre-trained on 13 supervised tasks and 7 unsupervised datasets to enhance model generalization
Domain Fine-tuning
Specially optimized for Java API recommendation tasks to improve recommendation accuracy
Efficient Architecture
Based on T5-small architecture to balance performance and computational efficiency, suitable for actual deployment

Model Capabilities

Java code analysis
API call recommendation generation
Code-to-text conversion

Use Cases

Development Assistance
IDE Intelligent Completion
Provides API call suggestions for Java developers in integrated development environments
Improves development efficiency and reduces documentation lookup time
Code Documentation Generation
Automatically generates API usage instructions based on code snippets
Achieves BLEU score of 68.71 (small model)
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