Ornith-1.0

Ornith-1.0

DeepReinforce
+
+

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About

Ornith-1.0 is a self-improving family of models built specially for agentic coding tasks. It spans the full spectrum from compact 9B Dense models suitable for edge device deployment to 397B MoE frontier-scale models optimized for maximum performance, with variants including 9B Dense, 31B Dense, 35B MoE, and 397B MoE. Built on top of pretrained Gemma 4 and Qwen 3.5, Ornith-1.0 achieves state-of-the-art performance among open-source models of comparable size on coding benchmarks. Its key innovation is a self-improving training framework that learns to generate both solution rollouts and the task-specific scaffolds that guide those rollouts. Instead of relying on fixed, human-designed harnesses, Ornith-1.0 treats the scaffold as a learnable object that co-evolves with the policy, allowing the model to jointly optimize the orchestration and the final solution.

About

RolloutIQ is the system of record for retail rollouts. We help multisite operators open more stores, on time and on budget, by running the entire deal-to-open lifecycle in one platform instead of scattered spreadsheets, email threads, and disconnected point tools. From site selection through grand opening, RolloutIQ brings project schedules, budgets, vendors and sourcing, RFIs, drawings and documents, and punch lists onto a single project record, with portfolio-level visibility across a 50 to 500 store program. Brand teams, construction managers, and field partners all work from the same live plan. Built for retail, restaurant, QSR, fitness, grocery, and convenience operators scaling their store programs.

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

AI researchers seeking open-source models optimized for autonomous coding, software engineering, and resource-efficient deployment

Audience

Retail development

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

No images available

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

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

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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

DeepReinforce
United States
deep-reinforce.com/ornith_1_0.html

Company Information

RolloutIQ
Founded: 2026
United States
www.rolloutiq.com

Alternatives

Alternatives

Claude Fable 5

Claude Fable 5

Anthropic
Qwen2

Qwen2

Alibaba
WorksiteCore

WorksiteCore

FVE OLTENIA S.R.L.
Qwen3.8-27B

Qwen3.8-27B

Alibaba

Categories

Categories

Integrations

Bash
C
C#
C++
CSS
Dart
Go
HTML
Java
JavaScript
Kubernetes
Lua
Objective-C
PHP
PowerShell
Ruby
Rust
Scala
Solidity
YAML

Integrations

Bash
C
C#
C++
CSS
Dart
Go
HTML
Java
JavaScript
Kubernetes
Lua
Objective-C
PHP
PowerShell
Ruby
Rust
Scala
Solidity
YAML
Claim Ornith-1.0 and update features and information
Claim Ornith-1.0 and update features and information
Claim RolloutIQ and update features and information
Claim RolloutIQ and update features and information