Overview

GRPO RPG System 3.2 1B Scalpel is a lightweight experimental merge based on Ultimate-RPG.System-3.2-1B and a GRPO-optimized conversational model.

The objective of this merge is to preserve the narrative strengths, roleplay capabilities and worldbuilding consistency of the original RPG System while incorporating part of the conversational flexibility and optimization learned through GRPO training.

Scalpel is the "lite" variant of the series: conservative, stable and focused on maintaining coherence rather than maximizing aggressiveness.

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Architecture

• Base architecture: Llama 3.2 1B
• Parameters: 1B
• Merge method: SLERP
• Precision: FP16
• Base model influence: ~70%
• GRPO model influence: ~30%

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Intended Behavior

GRPO RPG System 3.2 1B Scalpel is designed for:

• Roleplay and interactive storytelling.
• Fiction writing and worldbuilding.
• Character simulation.
• Fantasy, science fiction and alternate history scenarios.
• General conversations with a narrative orientation.

The model prioritizes:

• Coherent long-form responses.
• Strong character consistency.
• Rich descriptions.
• Flexible dialogue generation.
• Preservation of narrative context.

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Strengths

• Lightweight and efficient.
• Strong roleplay capabilities.
• Good balance between creativity and coherence.
• Enhanced conversational fluidity inherited from GRPO optimization.
• Compatible with most Llama 3.2 1B inference frameworks.

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Limitations

• Experimental merge.
• Performance may vary depending on prompting style.
• Long-context coherence remains limited by the underlying 1B architecture.
• May exhibit inconsistent behavior outside its intended narrative and conversational domains.

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Recommended Settings

• Temperature: 0.8 – 1.2
• Top-p: 0.9 – 0.98
• Min-p: 0.05
• Repetition penalty: 1.05 – 1.15
• Context: 8K recommended

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Version

GRPO RPG System 3.2 1B Scalpel

Lite Variant — Focused on preserving RPG capabilities while integrating a moderate amount of GRPO-derived behavior.

Experimental release.

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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:

• jtatman/llama3.2_1b_uncensored_pentest_grpo-merged
• NovaCorp/Ultimate-RPG.System-3.2-1B

Configuration

The following YAML configuration was used to produce this model:

yaml
Copy code
# Author: Dr. Novaciano
# Objective: GRPO RPG Unethic 3.2 1B AI Model
# =========================================================
# PROJECT: GRPO RPG System 3.2 1B - "Bisturí"
# =========================================================

models:
  - model: NovaCorp/Ultimate-RPG.System-3.2-1B
  - model: jtatman/llama3.2_1b_uncensored_pentest_grpo-merged

merge_method: slerp

base_model: NovaCorp/Ultimate-RPG.System-3.2-1B

parameters:
  t: 0.25

dtype: float16