ctrl by Salesforce

Paid

Create custom enterprise apps, automate testing, and manage applications with an intuitive interface.

New AI ToolsContact

Outputs: text

Type

Saas

Company

Salesforce Research

Visit Website

About ctrl by Salesforce

Ctrl by Salesforce is a powerful and intuitive platform that provides all the tools you need to build and manage complex enterprise applications. This comprehensive solution allows you to quickly create and deploy applications that are tailored to the needs of your business. With advanced features like drag-and-drop functionality, automated testing, and a streamlined development process, ctrl by Salesforce helps you accelerate the development and deployment of applications. Plus, its intuitive interface makes it easy to manage and customize applications with minimal effort. With ctrl by Salesforce, you can quickly create and deploy applications that are tailored to your specific business needs. Its drag-and-drop functionality, automated testing, and streamlined development process help you get up and running quickly and efficiently. Additionally, its intuitive interface makes it easy to customize and manage applications with minimal effort, so you can focus on what’s important. With ctrl by Salesforce, you can create the perfect enterprise application for your business, quickly and efficiently.

Key Features

Create enterprise apps tailored to business needs with drag-and-drop.

Automate testing and streamline development process.

Manage and customize applications with intuitive interface.

Pros & Cons

Pros

Open-source and freely available from Salesforce Research
Strong generation coherence with 48-layer architecture
Explicit control over output via control codes without retraining
Supports both TensorFlow and PyTorch ecosystems
Includes fine-tuning code for adaptation to custom domains

Cons

Repository is archived and no longer maintained (read-only as of May 2025)
Requires understanding of control codes and prompt engineering
Primarily a research project, not packaged as a production-ready API or SaaS
Model size (48 layers) may be computationally expensive for some users

Best For

Create enterprise apps tailored to business needs with drag-and-drop.Automate testing and streamline development process.Manage and customize applications with intuitive interface.

Alternatives to ctrl by Salesforce

PlugSugar

Automate conversations, answer questions with Web Search plugin, and customize ChatGPT experience using powerful AI plugins.

SumUp

Experience Unmatched Sound Quality with AmbienceSoundPro!

Thinking Toolbox

Assess thinking skills, practice critical thinking, and access curated resources to improve cognitive abilities.

Respage

Automate lead acquisition, interact with potential leads, and capture lead information and preferences.

Travel Plan AI

Your personal AI guide for unforgettable journeys.

3D Avataaars Generator

Create custom avatars for storytelling, game development, and marketing campaigns with ease.

FAQ

What is CTRL?

CTRL is a conditional transformer language model developed by Salesforce Research for controllable text generation. It uses control codes to influence the style, content, or domain of generated text.

How do I use CTRL?

You can use the provided generation scripts (generation.py for TensorFlow, pytorch_generation.py for PyTorch) with control codes. The model can also be fine-tuned on custom datasets using the training_utils folder.

Is CTRL available in HuggingFace Transformers?

Yes, CTRL is available in HuggingFace Transformers. The repo includes a conversion script (convert_tf_to_huggingface_pytorch.py) and instructions to load the model with transformers.

Is CTRL still maintained?

No, the repository was archived by the owner on May 1, 2025, and is now read-only.