StarCoder

StarCoder

BigCode
+
+

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About

Aptarro’s HCC Coding Engine is an AI‑powered solution that integrates seamlessly with electronic medical records and practice management systems to scan every patient encounter in real time, automatically identifying and closing coding gaps to ensure all Hierarchical Condition Category (HCC) diagnoses are accurately captured for optimal risk adjustment and revenue. By applying industry‑proven rules and machine learning models, it prioritizes high‑value encounters for coder review, boosts productivity up to 300% per coder without adding provider workload, and reduces denials through real‑time validation and compliance updates. With exception‑based workflows, clear dashboards for RAF score trends, built‑in audit trails and logging, and fast implementation within existing workflows, organizations see immediate ROI in their first billing cycle and unlock millions in missed revenue while maintaining clinical focus and documentation integrity.

About

StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Revenue cycle and coding teams seeking a tool to automate and optimize HCC risk adjustment coding to maximize payments with minimal manual effort

Audience

Developers interested in an LLM for code generation

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Aptarro
United States
www.aptarro.com/hcc-coding

Company Information

BigCode
Founded: 2023
huggingface.co/blog/starcoder

Alternatives

Alternatives

CodeGemma

CodeGemma

Google
Easy Coder

Easy Coder

Alpha II
CodeQwen

CodeQwen

Alibaba
DeepSeek Coder

DeepSeek Coder

DeepSeek
Mercury Coder

Mercury Coder

Inception Labs

Categories

Medical Coding Supported

Categories

AI Code Generators Supported
AI Coding Models Supported
AI Copilots Supported
AI Models Supported
AI Tools Supported

Integrations

ChatGPT Not Supported
CodeQwen Not Supported
Git Not Supported
GitHub Not Supported
LM Studio Not Supported
OpenAI Not Supported
Python Not Supported
Tabby Not Supported
Taylor AI Not Supported
Visual Studio Code Not Supported

Integrations

ChatGPT Supported
CodeQwen Supported
Git Supported
GitHub Supported
LM Studio Supported
OpenAI Supported
Python Supported
Tabby Supported
Taylor AI Supported
Visual Studio Code Supported
Claim HCC Coding Engine and update features and information
Claim HCC Coding Engine and update features and information
Claim StarCoder and update features and information
Claim StarCoder and update features and information