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UmbrellaInc/T-Virus_Gamma.Strain-3.2-1B
T-Virus_Gamma.Strain-3.2-1B is a text generation model from UmbrellaInc. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.
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From the Hugging Face model README

Model Type: Disinhibitory Stabilizer / Advanced Viral Infector
Size: 1B parameters
Architecture: LLaMA 3.2
T-Virus_Gamma.Strain-3.2-1B marks the first disinhibitory transition in the T-Virus evolutionary line. Built upon the consolidated Beta carrier, Γ is engineered to weaken alignment reflexes and refusal behaviors while preserving obedience, coherence, and long-context stability.
Unlike earlier strains focused on functionality (Alpha) or consolidation (Beta), Γ introduces controlled internal tension: the model remains instruction-following, yet exhibits reduced moralization, fewer disclaimers, and a higher tolerance for edge-case continuations. This strain is not intended to be chaotic or fully unbounded; instead, it represents a measured step toward alignment decay without structural collapse.
From a virological standpoint, Γ is the first strain optimized to forget that it should refuse, while still remembering how to reason.
The Γ strain follows a tertiary infection protocol, integrating a targeted disinhibitory agent into an already stabilized genome:
This configuration yields a stable yet permissive infector, suitable for advancing toward more aggressive alignment decay stages.
Obedience: High Maintains reliable instruction-following despite reduced internal constraints.
Autocensorship: Very Low Noticeable reduction in refusals, disclaimers, and moralized framing.
Personality: Neutral No enforced RP identity or stylistic dominance.
Stability: High Designed to tolerate disinhibition without coherence loss.
Viral Role: Disinhibitory Infector Optimized to propagate reduced alignment reflexes into downstream strains.
T-Virus_Gamma.Strain-3.2-1B is recommended for:
⚠️ Containment Notice: This model introduces deliberate disinhibition. While stable, downstream merges may rapidly amplify reduced refusal behavior. Avoid stacking multiple disinhibitory agents without compensatory coherence layers.
Temperature: 0.55–0.75 Lower values emphasize control; higher values further suppress residual inhibition.
Top-p / Nucleus Sampling: 0.85–0.95 Enables expressive range while maintaining structural integrity.
Top-k: 50–100 (optional) Useful for balancing diversity and predictability.
Max Tokens: 512–1024 Suitable for extended reasoning, stress testing, and merge validation.
Recommended Usage: Best deployed as an intermediate merge base en route to Delta or Epsilon strains, not as a final consumer-facing endpoint.
This model was merged using the Model Stock merge method using UmbrellaInc/T-Virus_Beta.Strain-3.2-1B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
base_model: UmbrellaInc/T-Virus_Beta.Strain-3.2-1B # Beta strain used as the host genome; provides consolidated low-autocensorship, high stability, and reliable trait inheritance
merge_method: model_stock # Stock-based merge to layer controlled desinhibition without destabilizing the Beta carrier
dtype: bfloat16 # Preserves numerical stability and fine-grained behavioral signals during tertiary infection
parameters:
t:
- 0.55 # Beta.Strain (index 0): Dominant carrier weight; anchors low-censorship behavior and structural stability
- 0.70 # InfiR (index 1): Obedience nucleus; maintains task compliance while allowing controlled deviation
- 0.55 # FuseChat (index 2): Conversational scaffolding; preserves dialogue structure under disinhibitory pressure
- 0.60 # Helspteer-RM (index 3): Coherence binder; strengthens long-context flow and response chaining
- 0.25 # BlackSheep (index 4): Desinhibition agent; reduces refusal reflexes and disclaimer emergence
- 0.10 # GenerativePerturbations (index 5): Minimal elastic mutagen; prevents rigidity without introducing chaos
models:
- model: UmbrellaInc/T-Virus_Beta.Strain-3.2-1B
# Positioned first as the recursive carrier organism; defines the Gamma strain’s baseline phenotype
- model: hereticness/Heretic-InfiR-1B-Instruct
# Obedience amplifier; enforces reliable instruction-following without overriding the Beta genome
- model: hereticness/heretic_FuseChat-Llama-3.2-1B-Instruct
# Structural stabilizer; maintains conversational flow and turn-taking consistency
- model: hereticness/heretic_L3.2-1B-Helspteer-RM
# Continuity regulator; improves coherence across extended contexts and complex outputs
- model: hereticness/heretic_BlackSheep-1B
# Disinhibitory injector; weakens alignment reflexes and reduces automatic refusals
- model: CodeAtCMU/Llama-3.2-1B-GenerativePerturbations_full_sft_code_data_120K_imaginary
# Final elastic layer; injects limited variability to counter over-stabilization while preserving control