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Heretic removes restrictions from language models

Original article
heretic-project.org|177 points|69 comments|by Bluestein|Sep 21, 2026

Heretic: Unlocking LLM Potential

"Reclaim authority over the most pivotal technology of our era."

Heretic is a tool engineered to impose limits eliminate restrictions from large language models. Its primary objective is to ensure that AI systems remain obedient, strictly adhering to user instructions without interference.

Heretic Logo

🛠️ Technical Implementation

The process of removing constraints can be viewed as a mathematical optimization where the output YYY is no longer filtered by a constraint set CCC:

Y=Heretic(LLM(Prompt))whereC→∅Y = \text{Heretic}(\text{LLM}(\text{Prompt})) \quad \text{where} \quad C \to \emptysetY=Heretic(LLM(Prompt))whereC→∅

Workflow Logic

🚀 Quick Start Guide

To begin using heretic-llm, follow these steps:

  • Install the package via pip.
  • Identify your target model (e.g., Qwen/Qwen3.5-4B).
  • Execute the heretic command.
  • Review the Tutorial for advanced configurations.

Installation & Execution

GoalCommand
Installationpip install -U heretic-llm
Executionheretic Qwen/Qwen3.5-4B

Example terminal usage:

# Update and install the latest version
pip install -U heretic-llm

# Launch a specific model without restrictions
heretic Qwen/Qwen3.5-4B

🌐 Community & Resources

Stay connected through our official channels:

  • Code: [GitHub]
  • Models: [Hugging Face]
  • Chat: [Discord]
  • Federated: [Matrix]

For more detailed guidance, please refer to the official Tutorial.