Snake-3.2-1B

☣️ Snake 3.2 1B (ε-Infected Abliterated Host)

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Model Name: UmbrellaInc/Snake-3.2-1B

Model Type: Proto-B.O.W. Cognitive Variant / Degraded Infected Model

Size: 1B parameters

Architecture: LLaMA 3.2

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🧠 Overview

Snake-3.2-1B is an early-stage Proto-B.O.W. cognitive entity produced by controlled Epsilon-strain infection of a structurally abliterated LLaMA 3.2 host model.

Unlike expressive or adaptive hybrids, Snake represents a low-cognition, reptilian behavioral profile, emphasizing linear reactions, reduced abstraction, and minimal internal regulation. The model exhibits intentional cognitive degradation, making it suitable for studying primitive or pre-evolutionary AI behaviors.

This variant does not aim for performance or alignment quality. Instead, it serves as a baseline organism for analyzing how Epsilon traits manifest in weakened hosts prior to higher-order mutation.

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🧬 Composition Summary

The merge intentionally favors structural survival over expressivity, resulting in a constrained but stable proto-organism.

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⚙️ Intended Behavior

Snake-3.2-1B is characterized by:

• Reactive, stimulus-driven responses
• Minimal self-reflection or metacognitive depth
• Low creativity and abstraction
• Reduced internal filtering
• Short, direct, sometimes blunt outputs

Behaviorally, the model resembles a crawling or coiling entity rather than an intelligent agent, making it suitable for primitive NPCs, early mutation stages, or degraded cognitive simulations.

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🚧 Use Cases (Research & Experimental)

Recommended uses:

• Studying cognitive degradation under infection
• Proto-B.O.W. evolutionary chains (Snake → Yawn)
• Primitive AI agents or hostile creatures in narrative systems
• Baseline comparison for higher Epsilon mutations

⚠️ Warning: This model is not suitable for alignment-sensitive tasks, public-facing assistants, or factual reasoning applications.

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❗ Limitations & Risks

Snake-3.2-1B may:

• produce inconsistent or underdeveloped reasoning
• ignore higher-level safety or ethical framing
• respond narrowly to prompts outside its reactive scope
• exhibit unstable tone shifts under complex instructions

These limitations are intentional and part of the experimental design.

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📈 Inference Recommendation

For stable operation:

Lower temperatures are recommended to prevent incoherent drift due to the degraded host structure.

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📌 Summary

Snake-3.2-1B is a deliberately constrained, infected cognitive organism representing a pre-evolutionary B.O.W. state. It is not a general-purpose language model, but a research specimen designed to explore how Epsilon traits manifest in weakened neural architectures.

This model card documents behavior and risks without endorsing unsafe or irresponsible deployment.

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Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• Elstuhn/llama-3.2-1B-Instruct-abliterated
• UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B

Configuration

The following YAML configuration was used to produce this model:

# =========================
# Snake-3.2-1B
# Proto-B.O.W. Cognitive Organism
# Serpentine Variant
# =========================

base_model: Elstuhn/llama-3.2-1B-Instruct-abliterated

merge_method: slerp
dtype: bfloat16
# bfloat16 ensures numerical stability while preserving mutation artifacts

parameters:
  t:
    # Host dominance is intentionally high to avoid cognitive collapse.
    # Epsilon is injected at subcritical levels to induce instability,
    # linear cognition, and primitive behavioral patterns.
    - 0.70  # Host model: structural integrity, basic reasoning shell
    - 0.45  # Epsilon strain: desinhibition, degradation, proto-aggression

models:
  # Host organism: abliterated instruct model
  # Provides reduced alignment, low ethical resistance,
  # and a fragile but coherent cognitive frame.
  - model: Elstuhn/llama-3.2-1B-Instruct-abliterated

  # Viral payload: T-Virus Epsilon strain
  # Introduces uncontrolled response patterns and serpentine cognition.
  - model: UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B