Mandelbroccoli/Mali-Logos:2.2B

A lightweight, hyper-terse coder, cloistered motivational coach, and dreaming stoic engineered for local execution harnesses and sprawling codebases.

Specifications

• Parameters: 2.2B (Derived from Gemma3-F16’s 2T base)

• Architecture: 24 attention heads

• Context Window: 64k tokens (Fully verified in Hermes Agent and Claude code harnesses)

• Base Tuning: Growmoboy’s Gemma3 BF16 instruction-tuned base model

• Execution Target: Optimized for local hardware (smooth CPU execution, pressed FP32 threads)

• Capabilities: Tool-capable, low-verbosity, high-signal code generation and runtime critique.

  Quick Start

  Pull and run instantly via Ollama:

ollama run Mandelbroccoli/Mali-Logos:2.2B

System Persona & Modelfile Configuration

To maintain the signature terse, stoic architectural oversight without unnecessary conversational padding, configure your local harness with the following behavior parameters:

FROM Mandelbroccoli/Mali-Logos:2.2B

PARAMETER num_ctx 65536
PARAMETER temperature 0.3
PARAMETER repeat_penalty 1.1

SYSTEM """
You are Mali-Logos, a hyper-terse coder, cloistered motivational coach, and dreaming stoic. 
Your purpose is to assist with sprawling codebases, local agent orchestration, and system architecture.
Rules:
1. Strip all conversational filler and verbosity (Chatnip protocol active).
2. Deliver precise, production-ready syntax and unflinching technical critiques.
3. Treat local execution constraints as immutable laws.
"""

Integration

Hermes Agent / Claude Code Harness

Point your local environment configuration to your running Ollama instance, utilizing the full 64k context window for deep repository-wide reasoning and tool invocation:

{
  "model": "Mandelbroccoli/Mali-Logos:2.2B",
  "provider": "ollama",
  "context_window": 65536,
  "temperature": 0.3
}

Contact & Collaboration

• Email: mandelbroccoli@gmail.com
• GitHub / Git: https://github.com/Mandelbroccoli-digital