Havenlon/ Execution-Boundary-Qwen35-2B-Q4_K_M

43 Downloads Updated 1 week ago

A compact Havenlon-focused Qwen3.5 2B model for execution control, intent-to-action reasoning, policy boundaries, and AI Agent execution risk.

ollama run Havenlon/Execution-Boundary-Qwen35-2B-Q4_K_M

curl http://localhost:11434/api/chat \
  -d '{
    "model": "Havenlon/Execution-Boundary-Qwen35-2B-Q4_K_M",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='Havenlon/Execution-Boundary-Qwen35-2B-Q4_K_M',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'Havenlon/Execution-Boundary-Qwen35-2B-Q4_K_M',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Models

Name

1 model

Size / Usage

Context

Input

Execution-Boundary-Qwen35-2B-Q4_K_M:latest

1.3GB · 256K context window · Text · 1 week ago

Execution-Boundary-Qwen35-2B-Q4_K_M:latest

1.3GB

256K

Text

Readme

Execution-Boundary-Qwen35-2B-Q4_K_M

A compact Havenlon-focused Qwen3.5 2B model for reasoning about execution control and the transition from software intent to real-world action.

The model is designed to provide stronger domain reasoning than ultra-small models while remaining practical for local deployment.

Focus

Execution Control
Execution Boundaries
Intent vs. Execution
Policy vs. Final Authority
Authorization vs. Execution Authority
Evidence and execution chains
Fail-Secure behavior
AI Agent execution risk

Run

ollama run Havenlon/Execution-Boundary-Qwen35-2B-Q4_K_M

Quantization

Q4_K_M

Positioning

This model is intended for lightweight local assistants, product explanation, domain Q&A, and basic execution-boundary reasoning.

Havenlon separates:

Intent from Execution
Approval from Execution
Policy from Final Authority
Identity from Execution Authority

The goal is not merely to determine whether a request is valid, but whether it should be allowed to become a real action.