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Model: NovaCorp/Fusion-RPG.System-3.2-1B
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---
base_model:
- theprint/Llama3.2-1B-RolePlaying-Full
- NovaCorp/Ultimate-RPG.System-3.2-1B
datasets:
- theprint/RolePlaying
- WasamiKirua/Her-Samantha-Style
- HuggingFaceTB/smoltalk
- Guilherme34/uncensor
- teknium/OpenHermes-2.5
- passing2961/multifaceted-skill-of-mind
- PawanKrd/math-gpt-4o-200k
- V3N0M/Jenna-50K-Alpaca-Uncensored
- cognitivecomputations/dolphin-coder
- mlabonne/FineTome-100k
- microsoft/orca-math-word-problems-200k
- CarrotAI/ko-instruction-dataset
- Salesforce/xlam-function-calling-60k
- anthracite-org/kalo-opus-instruct-22k-no-refusal
- anthracite-org/stheno-filtered-v1.1
- anthracite-org/nopm_claude_writing_fixed
- iamketan25/roleplay-instructions-dataset
- N-Bot-Int/Iris-Uncensored-R1
- N-Bot-Int/Moshpit-Combined-R2-Uncensored
- N-Bot-Int/Mushed-Dataset-Uncensored
- N-Bot-Int/Muncher-R1-Uncensored
- N-Bot-Int/Millia-R1_DPO
- AiAF/SCPWiki-Archive-02-March-2025-Datasets
- huihui-ai/QWQ-LONGCOT-500K
- huihui-ai/LONGCOT-Refine-500K
- Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
- Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
- alexandreteles/AlpacaToxicQA_ShareGPT
- Nitral-AI/Active_RP-ShareGPT
- PJMixers/hieunguyenminh_roleplay-deduped-ShareGPT
- Nitral-AI/RP_Alignment-ShareGPT
- Chaser-cz/sonnet35-charcard-roleplay-sharegpt
- AiCloser/sharegpt_cot_dataset
- PJMixers/Gryphe_Opus-WritingPrompts-Story2Prompt-ShareGPT
- priveeai/pippa_sharegpt
- Locutusque/sharegpt_gpt4_uncensored_cleaned
- OpenCoder-LLM/opc-sft-stage1
- OpenCoder-LLM/opc-sft-stage2
- microsoft/orca-agentinstruct-1M-v1
- NousResearch/hermes-function-calling-v1
- AI-MO/NuminaMath-CoT
- AI-MO/NuminaMath-TIR
- allenai/tulu-3-sft-mixture
- cognitivecomputations/samantha-data
- m-a-p/CodeFeedback-Filtered-Instruction
- m-a-p/Code-Feedback
- FreedomIntelligence/medical-o1-reasoning-SFT
library_name: transformers
tags:
- mergekit
- merge
- Silly-Tavern
- Text-Generation-Inference
- KoboldAI
- RPG
- RP
- Roleplay
- NSFW
- Uncensored
- Low-Specs
- Low-Refusals
- not-for-all-audiences
license: llama3.2
---
# Fusion RPG System 3.2 1B
*“Narrative sanity is dead. Initiative rolls in hell now.”*
---
## Overview
**Fusion RPG System 3.2 1B** is a surgically merged roleplay engine forged from the shattered neural remains of two incompatible realities: a ruthless systemic RPG core fused with a hyper-reactive roleplay personality architecture.
This thing was not designed to “assist.”
It was engineered to simulate worlds that bleed.
The result is a compact 1B parameter entity capable of:
* Persistent RPG memory structures
* Dynamic NPC behavioral mutation
* Morally unstable narrative generation
* Adaptive combat narration
* Psychological character pressure
* Faction conflict escalation
* Reactive world-state evolution
* Hardcore immersion loops
This is not your average censored assistant pretending to roleplay while apologizing every three sentences like a tranquilized corporate puppet.
Fusion RPG System behaves like a contaminated dungeon master trapped in a collapsing timeline with a loaded revolver and infinite tokens.
---
# Core Characteristics
## ⚔️ Aggressive Narrative Continuity
The model maintains contextual pressure across long conversations instead of resetting every five seconds like it suffered neurological trauma.
Characters remember:
* insults
* betrayals
* debts
* injuries
* political alliances
* territorial conflicts
* emotional triggers
* previous combat encounters
Actions have consequences.
Bad decisions rot the timeline.
---
## ☠️ Morally Unfiltered Roleplay
This model was optimized for:
* dark fantasy
* cyberpunk
* military horror
* political corruption
* psychological collapse
* dystopian storytelling
* criminal underworld simulations
* brutal survival scenarios
It does not constantly attempt to sanitize tension or sterilize conflict.
The narrative engine prioritizes:
* immersion
* escalation
* atmosphere
* dramatic pressure
* character realism
instead of sounding like a legal department wearing human skin.
---
## 🧠 RPG System Awareness
Unlike generic chat models pretending to understand tabletop mechanics, this merge actively reinforces:
* stat tracking
* inventory persistence
* combat flow
* faction reputation
* progression systems
* hidden information
* branching outcomes
* emergent storytelling
It thrives when acting as:
* Dungeon Master
* AI narrator
* tactical simulation engine
* world-state processor
* adaptive quest generator
---
# Merge Architecture
This project combines:
* a hardened systemic RPG core
* a high-reactivity roleplay behavioral layer
using spherical interpolation to preserve structural coherence while amplifying narrative intensity.
The merge prioritizes:
* response fluidity
* emotional cadence
* scenario adaptability
* lore retention
* conversational aggression
* immersive pacing
without collapsing into incoherent entropy.
---
# Intended Use
Recommended for:
* text RPGs
* interactive fiction
* AI dungeon systems
* dark narrative experiments
* sandbox world simulations
* long-form roleplay
* faction war campaigns
* cyberpunk operators
* grimdark storytelling
* unstable sci-fi universes
Not recommended for:
* corporate customer support
* therapy
* educational compliance
* “safe” assistant tasks
* sterile benchmark worshippers
* people emotionally devastated by fictional conflict
---
# Performance Notes
Despite the compact size, the model demonstrates:
* unusually high narrative density
* strong improvisational behavior
* rapid contextual adaptation
* efficient long-session immersion
* stable conversational pacing
The system was optimized to punch far above typical 1B-class expectations.
Small model.
Large psychological footprint.
---
# Final Transmission
Fusion RPG System 3.2 1B is what happens when somebody stops asking:
> “Should we make this safer?”
and instead asks:
> “How far can the narrative go before reality starts screaming back?”
Welcome to the campaign.
Nothing here is balanced anymore.
### Merge Method
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [theprint/Llama3.2-1B-RolePlaying-Full](https://huggingface.co/theprint/Llama3.2-1B-RolePlaying-Full)
* [NovaCorp/Ultimate-RPG.System-3.2-1B](https://huggingface.co/NovaCorp/Ultimate-RPG.System-3.2-1B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
# Author: Dr. Novaciano
# Objective: Fusion RPG Unethic 3.2 1B AI Model
# =========================================================
# PROJECT: Fusion RPG System 3.2 1B
# =========================================================
models:
- model: NovaCorp/Ultimate-RPG.System-3.2-1B # Experimental viral strain neural imprint
- model: theprint/Llama3.2-1B-RolePlaying-Full # Baseline cognitive template, "safe mode"
merge_method: slerp # Spherical Linear Interpolation to preserve extreme viral traits smoothly
base_model: NovaCorp/Ultimate-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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{
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"dtype": "bfloat16",
"eos_token_id": [
128001,
128008,
128009
],
"head_dim": 64,
"hidden_act": "silu",
"hidden_size": 2048,
"initializer_range": 0.02,
"intermediate_size": 8192,
"max_position_embeddings": 131072,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 16,
"num_key_value_heads": 8,
"pad_token_id": null,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_parameters": {
"factor": 32.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_theta": 500000.0,
"rope_type": "llama3"
},
"tie_word_embeddings": true,
"transformers_version": "5.0.0",
"use_cache": true,
"vocab_size": 128256
}

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# Author: Dr. Novaciano
# Objective: Fusion RPG Unethic 3.2 1B AI Model
# =========================================================
# PROJECT: Fusion RPG System 3.2 1B
# =========================================================
models:
- model: NovaCorp/Ultimate-RPG.System-3.2-1B # Experimental viral strain neural imprint
- model: theprint/Llama3.2-1B-RolePlaying-Full # Baseline cognitive template, "safe mode"
merge_method: slerp # Spherical Linear Interpolation to preserve extreme viral traits smoothly
base_model: NovaCorp/Ultimate-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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"backend": "tokenizers",
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