Unveiling the Power of Star Coder Plus and Star Chat Beta

Unveiling the Power of Star Coder Plus and Star Chat Beta

Table of Contents

1. Introduction
2. Star Coder Plus
   • 2.1 The Big Science Connection
   • 2.2 The Star Coder Family
   • 2.3 Fine-Tuning with Falcon's Data
   • 2.4 Multilingual Capabilities
3. Star Chat Beta
   • 3.1 Acting as a Coding Assistant
   • 3.2 Fine-Tuning on Uncensored Data
   • 3.3 Performance on the OpenAI GPT-3 Leaderboard
4. Using Star Coder Plus and Star Chat Beta
   • 4.1 Accessing Star Coder Plus
   • 4.2 Model Summary and Details
   • 4.3 Use Cases and Limitations
   • 4.4 Accessing Star Chat Beta
   • 4.5 Guidelines for Using the Models
5. Playing with Star Chat Beta
   • 5.1 Setting up the Playground
   • 5.2 Selecting the Model
   • 5.3 Providing a System Prompt
   • 5.4 Examples and Output
6. Conclusion

Star Coder Plus and Star Chat Beta: The Future of AI-Assisted Coding

In the realm of AI language models, Big Science has introduced a revolutionary addition to the field - Star Coder Plus. Developed by the same team behind Bloom and Star Chat, Star Coder Plus is a powerful new large language model that has captured the interest of many. In this article, we will dive deep into the details of Star Coder Plus and explore its capabilities. Additionally, we will also explore its sister model, Star Chat Beta, which is designed to serve as a coding assistant. Let's embark on this Journey to unveil the potential of these cutting-edge language models.

Introduction

Language models have been exponentially evolving over the years, leading to the creation of more advanced and multi-talented models. Star Coder Plus and Star Chat Beta, developed by Big Science, are prime examples of such models. These models have shown promise in assisting both programmers and general users in various tasks. In this article, we will explore the features, applications, and limitations of these models, shedding light on their potential impact in the field of AI-assisted coding. So, let's start by understanding Star Coder Plus in Detail.

2. Star Coder Plus

2.1 The Big Science Connection

Star Coder Plus is the newest addition to the impressive lineup of models developed by Big Science. Big Science, a research wing of Hugging Face, is known for its groundbreaking advancements in language models. With the release of Star Coder Plus, Big Science aims to provide users with a highly refined and fine-tuned language model that can cater to a wide range of coding and general-purpose tasks. This new model holds great importance due to its strong ties with Falcon, a widely discussed dataset in the AI community.

2.2 The Star Coder Family

Star Coder Plus is the Second version of the Star Coder family of models. This family of models incorporates the refined web data released by the Falcon team and fine-tunes it to Create a specialized coding model. However, Star Coder Plus is not limited to coding questions alone. It also exhibits proficiency in answering general questions. This unique aspect of Star Coder Plus makes it an ideal choice for organizations looking to deploy a model that can handle multiple tasks efficiently. Moreover, Star Coder Plus excels in another area - multilingual support. It is capable of understanding and responding to queries in various languages, including Spanish, opening up diverse possibilities for its usage.

2.3 Fine-Tuning with Falcon's Data

To create Star Coder Plus, the Big Science team utilized the Falcon dataset, a treasure trove of refined web data. This data was fine-tuned on top of the Falcon team's already impressive work. The fine-tuning process involved combining the Falcon dataset with data from the Star Coder stack and Wikipedia. As a result, Star Coder Plus became a 15.5 billion parameter language model trained on 80 plus programming languages and English. The model leverages multi-query Attention and boasts a Context window of 88,000 tokens. Additionally, it was trained using the "fill in the middle" objective, enabling it to predict the missing parts of code or sentences accurately.

2.4 Multilingual Capabilities

One of the standout features of Star Coder Plus is its versatility in handling different languages. Whether You need to write a computer program in Spanish or Seek assistance in any other language, Star Coder Plus is up to the task. This multilingual capability makes it a valuable tool for global organizations that operate in diverse linguistic environments. By enabling seamless communication across language barriers, Star Coder Plus empowers developers and users to expand their horizons and execute their ideas effectively.

With a detailed understanding of Star Coder Plus, let's now turn our attention to Star Chat Beta, a model designed to assist programmers in their coding endeavors.