DeepCoder

DeepCoder

Agentica Project
Lime Scribe

Lime Scribe

Lime Health
+
+

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About

DeepCoder is a fully open source code-reasoning and generation model released by Agentica Project in collaboration with Together AI. It is fine-tuned from DeepSeek-R1-Distilled-Qwen-14B using distributed reinforcement learning, achieving a 60.6% accuracy on LiveCodeBench (representing an 8% improvement over the base), a performance level that matches that of proprietary models such as o3-mini (2025-01-031 Low) and o1 while using only 14 billion parameters. It was trained over 2.5 weeks on 32 H100 GPUs with a curated dataset of roughly 24,000 coding problems drawn from verified sources (including TACO-Verified, PrimeIntellect SYNTHETIC-1, and LiveCodeBench submissions), each problem requiring a verifiable solution and at least five unit tests to ensure reliability for RL training. To handle long-range context, DeepCoder employs techniques such as iterative context lengthening and overlong filtering.

About

Lime Scribe is an ambient AI scribe purpose-built for home health and hospice agencies. Unlike physician-office scribes (Suki, Nuance DAX, DeepScribe), Lime is designed around OASIS-E2, HOPE, PDGM, and the workflows post-acute clinicians actually use. The differentiator: every chart is verified by a certified home health coder before it reaches your EHR. AI captures the visit; a credentialed human verifies OASIS items, ICD-10 codes, and visit details. Standard with every engagement, not an upsell. Capabilities: - Ambient AI captures OASIS-E2, HOPE, and visit notes from the natural encounter - Coder-verified ICD-10 coding (PDGM-optimized, audit-ready) - Real-time OASIS QA flags Section GG errors and SDOH gaps - Admissions intake automation: parses referrals, verifies eligibility - Native EMR integration: HCHB, WellSky, MatrixCare, Axxess, DSL, Netsmart, KanTime HIPAA compliant. Signed BAAs. 30,000+ charts processed yearly. 4.9-star clinician rating.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models

Audience

Home health and hospice agencies in the United States. Used by RNs, PTs, OTs, SLPs, social workers, and chaplains in the field, plus OASIS QA reviewers, certified ICD-10 coders, intake coordinators, and agency operators (DON, VP Clinical, COO, CFO).

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

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

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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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com

Company Information

Lime Health
Founded: 2025
United States
getlimeai.com

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Categories

Categories

Integrations

Hugging Face
Together AI

Integrations

Hugging Face
Together AI
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
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