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What is StarCoder?

StarCoder and StarCoderBase are sophisticated Large Language Models crafted for coding tasks, built from freely available data sourced from GitHub, which includes an extensive array of over 80 programming languages, along with Git commits, GitHub issues, and Jupyter notebooks. Similarly to LLaMA, these models were developed with around 15 billion parameters trained on an astonishing 1 trillion tokens. Additionally, StarCoderBase was specifically optimized with 35 billion Python tokens, culminating in the evolution of what we now recognize as StarCoder. Our assessments revealed that StarCoderBase outperforms other open-source Code LLMs when evaluated against well-known programming benchmarks, matching or even exceeding the performance of proprietary models like OpenAI's code-cushman-001 and the original Codex, which was instrumental in the early development of GitHub Copilot. With a remarkable context length surpassing 8,000 tokens, the StarCoder models can manage more data than any other open LLM available, thus unlocking a plethora of possibilities for innovative applications. This adaptability is further showcased by our ability to engage with the StarCoder models through a series of interactive dialogues, effectively transforming them into versatile technical aides capable of assisting with a wide range of programming challenges. Furthermore, this interactive capability enhances user experience, making it easier for developers to obtain immediate support and insights on complex coding issues.

What is CodeSquire?

Easily transform your remarks into working code, as illustrated by our quick creation of a Plotly bar chart. You can build entire functions without the hassle of hunting down specific methods or parameters from libraries; for example, we constructed a function that uploads a DataFrame to an AWS bucket using the parquet format. Moreover, you can effortlessly write SQL queries by simply telling CodeSquire what data to extract, join, and arrange, much like when we pinpointed the top 10 most common names. CodeSquire is also adept at clarifying someone else's code; just ask for an explanation of the previous function, and you'll receive a concise, understandable summary. In addition, it can aid in developing complex functions that involve multiple logical steps, enabling you to brainstorm by beginning with fundamental ideas and gradually adding in more sophisticated features as your project evolves. This cooperative method not only simplifies coding but also enhances its intuitiveness, making it accessible to both novice and experienced programmers alike. As a result, you can focus more on your creative vision rather than getting bogged down by technical details.

Media

Media

Integrations Supported

ChatGPT
CodeQwen
Git
GitHub
LM Studio
OpenAI
Python
Tabby
Taylor AI
Visual Studio Code

Integrations Supported

Databricks
GitHub Copilot
Google Chrome
Google Cloud BigQuery
Google Colab
Jupyter Notebook
JupyterLab
SQL

API Availability

API Availability

Pricing Information

Free
Free Version

Pricing Information

Pricing not provided

Supported Platforms

Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Not specified

Company Facts

Organization Name

BigCode

Date Founded

2023

Company Website

huggingface.co/blog/starcoder

Company Facts

Organization Name

CodeSquire

Company Location

India

Company Website

codesquire.ai/

Categories and Features

AI Code Generators

Not specified

AI Coding Assistants

Not specified

AI Coding Models

Not specified

AI Copilots

Not specified

AI Models

Not specified

AI Tools

Not specified

Large Language Models

Not specified

Categories and Features

AI Code Generators

Not specified

AI Coding Assistants

Not specified

AI Tools

Not specified

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