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Openchat

Developed by openchat
OpenChat is a series of open-source language models that have been fine-tuned on diverse and high-quality multi-round dialogue datasets, aiming to achieve high performance with limited data.
Downloads 1,786
Release Time : 6/22/2023

Model Overview

OpenChat is an open-source language model based on LLaMA and StarCoderPlus, focusing on multi-round dialogue tasks and achieving excellent performance through carefully selected small-scale high-quality data.

Model Features

Efficient data utilization
Achieve excellent performance by fine-tuning with only about 6000 carefully selected GPT-4 dialogue data.
Multi-version support
Provide a standard version (2048 context) and an extended version (8192 context) to meet different needs.
Code-specific model
OpenCoderPlus is optimized for code generation tasks and is based on the StarCoderPlus architecture.
High-performance performance
Score higher than ChatGPT in the Vicuna GPT-4 evaluation, with a win rate of nearly 80% in AlpacaEval.

Model Capabilities

Multi-round dialogue generation
Code generation
Natural language understanding
Context-aware response

Use Cases

Dialogue system
Intelligent customer service
Build a high-performance customer service dialogue system.
Achieve 105.7% of ChatGPT's performance in the Vicuna evaluation.
Personal assistant
Develop a personalized digital assistant.
Support context memory of up to 8192 tokens.
Programming assistance
Code generation
Generate code based on natural language descriptions.
Achieve 102.5% of ChatGPT's performance in code tasks.
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