Hourly Usage
Performance Metrics
Median Total Time
42.78s
Median TTFT
17.60s
Median Prefill TPS
1169.05
Median Gen TPS
12.15
Model Information
Context Size
262144
Quantization
r64
Engine
vllm
Creation Method
LoRA Finetune
Model Type
Gemma31B
Chat Template
Gemma4
Reasoning
Yes
Vision
Yes
Parameters
31B
Added At
7/19/2026
license: apache-2.0 tags:
- merge
- mergekit
- creative-writing
- storytelling base_model:
- google/gemma-4-31B-it
- nbeerbower/Gemma4-Gutenberg-31B
- Gryphe/Gemma-4-31B-StyleTune
- bgg1996/Melinoe-Gemma4-31B-VL model_creator: Blazed-Forge pipeline_tag: text-generation quantized_by: f16 language:
- en
🖋️ Novelist
"For relaxed minds and calm stories"
📌 Overview
Novelist was a simple merge idea that aimed to write long descriptions, that would not feel too stuttery or flowery. I wanted to see prose that would be rich and at the same time not spill unnecessary water.
🗒️ Merged models
There are models that I used and why:
| Component Model | Primary Contribution |
|---|---|
nbeerbower/Gemma4-Gutenberg-31B | This is what gives it a voice. Novel-like style that I personally love a lot. |
Gryphe/Gemma-4-31B-StyleTune | This, as many people said, brings non-sloppy prose and fresh replies. |
bgg1996/Melinoe-Gemma4-31B-VL | This one I found very chaotic on it's own, but with surprising turns. So I used it as spicy material. |
⚙️ Mergekit Configuration
Below is the exact mergekit_config.yml recipe used to synthesize this model:
Click to expand Merge Configuration
merge_method: dare_ties
base_model: F:\AI\Merge\Gemma-4-it
tokenizer_source: union
parameters:
lambda: 1.0
dtype: bfloat16
models:
- model: F:\AI\Merge\G4-Gutenberg
parameters:
density: [0.40, 0.40, 0.40, 0.40, 0.40]
weight: [0.40, 0.40, 0.40, 0.40, 0.40]
- model: F:\AI\Merge\StyleTune
parameters:
density: [0.35, 0.35, 0.35, 0.35, 0.35]
weight: [0.40, 0.40, 0.40, 0.40, 0.40]
- model: F:\AI\Merge\Melinoe
parameters:
density: [0.25, 0.25, 0.25, 0.25, 0.25]
weight: [0.20, 0.20, 0.20, 0.20, 0.20]
🤝 Special Thanks
- Google DeepMind: For providing the base model.
- The Open-Source Community: Creators and all their fine-tuned models that were used in the merge.
- Mergekit Fork: Zerofata - For making mergekit work.
- To Nimbz: This fella for being a smart fella and assisting with advice.