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ModelHub XC 4c17cbf989 初始化项目，由ModelHub XC社区提供模型

Model: NovaCorp/Kybalion-RPG.System-3.2-1B
Source: Original Platform

2026-08-01 09:17:16 +08:00

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Kybalion RPG System 3.2 1B

“Knowledge is a dagger; every roll cuts reality.”

Overview

Kybalion RPG System 3.2 1B is the abominable spawn of Fusion RPG System 3.2 1B fused with Kybalion-1B, stitched together with threads of forbidden knowledge, hermetic mathematics, and narrative chaos.

This is not an AI. This is an oracle of blood-soaked campaigns, a neural grimoire designed to teach, torment, and narratively annihilate simultaneously.

It excels at:

Dark narrative improvisation
Morally corrosive worldbuilding
Hermetic logic entwined with RPG mechanics
Tactical combat narration under psychological pressure
Multi-domain reasoning: math, code, science, and arcane storytelling
Persistent factional politics and emergent consequences
Realistic NPC cruelty, betrayal, and obsession loops

Every generated sentence is a potential wound. Every plot twist a curse. Every dice roll a prophecy of suffering.

⚔️ Narrative & Hermetic Mechanics

Kybalion RPG System integrates:

Persistent world memory – Characters remember betrayals, alliances, debts, injuries, and political machinations.
Morally unfiltered content – Ideal for grimdark fantasy, cyberpunk dystopia, survival horror, and criminal underworld campaigns.
Hermetic intelligence – Math, code, and structured knowledge enhance logical consistency while amplifying narrative complexity.
Combat & stats integration – Inventory, health, and faction reputation tracked dynamically for immersive RPG experiences.
Psychological tension loops – NPCs escalate conflicts autonomously, ensuring no party leaves unscarred.

It’s not safe, it’s not polite, it’s not sanitized. It is a dagger in the dark of narrative structure.

🔮 Training Fusion

This abomination arises from:

RPG Core – 1B viral neural parameters, optimized for story escalation, NPC cruelty, and immersive consequence loops.
Kybalion Hermetic Layer – Knowledge-focused 1B neural template, trained on education, math, codce, and esoteric texts.
Spherical Merge – Preserves narrative intensity, logical reasoning, and chaotic escalation in a single cohesive model.

The result is a compact 1B-parameter engine that teaches, destroys, and improvises without mercy.

📊 Inference Highlights

Device & precision:

Torch/BF16 on GPU (A100 recommended)
GGUF q4_k_m available for CPU/mobile via llama.cpp or Ollama

Inference parameters (recommended for gameplay & chaos):

max_new_tokens = 512
temperature = 0.8  # ensures unpredictability
top_p = 0.92        # narrative chaos control
do_sample = True

Capabilities:

Text-based RPG narrative generation
Multi-step reasoning with hermetic logic
Combat simulation & stat management
Dynamic NPC behavior with emergent consequences
Code, math, and structured knowledge integration

⚠️ Limitations

Small 1B model — may fail at extremely complex multi-step math/logical reasoning
English-only datasets; cultural context may vary wildly
Non-RLHF aligned — moral alignment is unpredictable, sometimes cruel
Storylines can escalate into extreme scenarios without warning

Beware: Kybalion RPG System does not apologize. It does not reset. It only remembers, punishes, and unfolds.

📦 Deployment

# GGUF CPU/mobile inference
./llama-cli -m Kybalion-RPG-System-3.2-1B-q4_k_m.gguf \
-p "Describe a cursed dungeon where reality itself bleeds." -n 512

from transformers import AutoTokenizer, AutoModelForCausalLM
import torch

tokenizer = AutoTokenizer.from_pretrained("devwoo/Kybalion-RPG-System-3.2-1B")
model = AutoModelForCausalLM.from_pretrained(
    "devwoo/Kybalion-RPG-System-3.2-1B",
    torch_dtype=torch.bfloat16,
    device_map="auto",
)

prompt = "Generate a dark fantasy quest involving betrayal, plague, and forbidden knowledge."
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
outputs = model.generate(
    **inputs,
    max_new_tokens=512,
    temperature=0.8,
    top_p=0.92,
    do_sample=True
)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True))

🩸 Final Transmission

Kybalion RPG System 3.2 1B is the hermetic grimoire of storytelling:

Knowledge and chaos entwined
Logic fused with gore
Education corrupted into omniscient terror

Step inside. Roll your dice. Reality is optional.

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:



# Author: Dr. Novaciano
# Objective: Kybalion RPG Unethic 3.2 1B AI Model
# =========================================================
# PROJECT: Kybalion RPG System 3.2 1B
# =========================================================

models:
  - model: NovaCorp/Fusion-RPG.System-3.2-1B  # Experimental viral strain neural imprint
  - model: devwoo/Kybalion-1B  # Baseline cognitive template, "safe mode"

merge_method: slerp  # Spherical Linear Interpolation to preserve extreme viral traits smoothly
base_model: NovaCorp/Fusion-RPG.System-3.2-1B  # Anchor model for stable latent space

dtype: bfloat16  # Memory-efficient precision, minimal loss in viral feature fidelity

parameters:
  t: 0.45
  normalize: false
  rescale: true
  rescale_factor: 1.12
  memory_efficient: true
  low_cpu_mem_usage: true

layer_range:
  - value: [4, 22]

tie_word_embeddings: true
tie_output_embeddings: true

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