---
license: apache-2.0
datasets:
- Crownelius/Creative-Writing-High-Quality-1300x
- Crownelius/Novel-Crafting-250x
language:
- en
base_model:
- unsloth/gemma-4-12b-it
pipeline_tag: text-generation
tags:
- unsloth
- gemma4
- 12b
- creative
- sft
---

# Gemma-4-12b-it-crownelius-writer

This model is a Supervised Fine-Tuning (SFT) variant of **Gemma-4-12b-it**, trained for 3 epochs using **Unsloth** on the custom Crownelius datasets. 

The primary goal of this fine-tuning was to shift the model's prose away from typical over-energetic, repetitive AI tropes toward a more mature, nuanced, and grounded creative writing style.

## Model Description

- **Base Model:** unsloth/gemma-4-12b-it
- **Training Method:** SFT (Supervised Fine-Tuning) via Unsloth
- **Epochs:** 3
- **Primary Focus:** Creative Writing, Novel Crafting, Style Transformation

### Style Shift
Standard instructional models often tend to write with an overly enthusiastic, "caffeinated" tone. By introducing the Crownelius datasets, this fine-tune refines the output to be more patient, structurally sound, and sophisticated. 

## Training Data
The model was trained on a curated mix of high-quality creative writing samples:
* `Crownelius/Creative-Writing-High-Quality-1300x`
* `Crownelius/Novel-Crafting-250x`

## Usage & Prompting
Since this is an SFT of an instruct-tuned base, it adheres to the standard Gemma-4 chat template. For optimal creative results, try using system prompts that encourage descriptive pacing.