C

Codet5p 220m Bimodal

Developed by Salesforce
CodeT5+ is an open-source family of large language models for code, employing an encoder-decoder architecture to support both code understanding and generation tasks.
Downloads 513
Release Time : 7/19/2023

Model Overview

CodeT5+ is a novel open-source family of large language models for code, featuring an encoder-decoder architecture that can flexibly switch between different modes (e.g., encoder-only, decoder-only, or encoder-decoder combination) to support a wide range of code understanding and generation tasks.

Model Features

Bimodal Learning
Supports learning rich representations from both unimodal code data and bimodal text-code data.
Diverse Pretraining Tasks
Includes span denoising, causal language modeling, contrastive learning, and text-code matching.
Flexible Architecture
Can switch between encoder-only, decoder-only, or encoder-decoder combination modes.
Efficient Pretraining
Leverages frozen off-the-shelf large language models to initialize components, enabling efficient scaling to larger sizes.

Model Capabilities

Code Understanding
Code Generation
Text-Code Matching

Use Cases

Code Assistance
Code Completion
Automatically completes code snippets based on context.
Code Comment Generation
Generates explanatory comments for code snippets.
Code Conversion
Code Translation
Translates code from one language to another.
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