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Starcoderplus

Developed by bigcode
StarCoderPlus is a powerful code generation model developed under the BigCode project, supporting multiple programming languages and natural language processing tasks.
Downloads 52
Release Time : 5/8/2023

Model Overview

StarCoderPlus is a versatile large language model focused on code generation and text comprehension tasks, suitable for programming assistance and multilingual text processing.

Model Features

Powerful Code Generation Capability
Capable of generating high-quality code snippets based on prompts, supporting multiple programming languages.
Multilingual Support
Supports not only programming languages but also handles various natural language tasks, such as Chinese and English.
High-performance Inference
Demonstrates excellent performance in multiple benchmarks, such as HumanEval and MMLU.

Model Capabilities

Code Generation
Text Understanding
Multilingual Processing
Common-sense Reasoning
Abstract Reasoning

Use Cases

Programming Assistance
Code Completion
Automatically generates complete code implementations based on function signatures or comments.
Achieved a 26.7% pass rate@1 in the HumanEval test.
Education
Machine Learning Concept Explanation
Explains complex machine learning concepts in simple language, such as gradient descent.
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