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Gemma-4-31B-Novelist-Eclipse

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Hourly Usage

Performance Metrics

Median Total Time

28.90s

Median TTFT

6.56s

Median Prefill TPS

1058.80

Median Gen TPS

6.25

Model Information

Context Size

262144

Quantization

r64 on INT8

Engine

vllm

Creation Method

Merge

Model Type

Gemma31B

Chat Template

Gemma4

Reasoning

Yes

Vision

Yes

Parameters

31B

Added At

9/26/2026


license: apache-2.0 tags:

  • merge
  • mergekit
  • roleplay model_creator: Ateron pipeline_tag: text-generation quantized_by: f16 language:
  • en base_model:
  • nbeerbower/Gemma4-Gutenberg-31B
  • bgg1996/Melinoe-Gemma4-31B-VL
  • BirdToast/Gemma-4-31B-glimmer-rp-v0.1
  • ConicCat/Gemma4-GarnetV2-31B
  • Jackrong/Gemopus-4-31B-it
  • Gryphe/Gemma-4-31B-StyleTune

🌑 Novelist-Eclipse

Novelist-Eclipse AI Persona

"When the stories bleed out"

🚀 Overview

Novelist end up to be raw and experimental. So I crank it up with more models, infusing creativity and worked on stability. Also added lm_head on top with StyleTune.

🌌 Mergekit Configuration

Below is the exact mergekit_config.yml recipe used to synthesize this model:

Phase 1: The Prose (dare_ties)

I took Novelist idea about description focus and remade it, so at the end less slop survive.

dare_ties Recipe 1
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: [0.50, 0.50, 0.50, 0.40, 0.45]
      weight: [0.40, 0.40, 0.40, 0.40, 0.40]

  - model: F:\AI\Merge\Melinoe
    parameters:
      density: [0.30, 0.30, 0.30, 0.30, 0.35]
      weight: [0.30, 0.30, 0.30, 0.20, 0.40]

  - model: F:\AI\Merge\Glimmer
    parameters:
      density: [0.20, 0.20, 0.20, 0.30, 0.20]
      weight: [0.30, 0.30, 0.30, 0.40, 0.20]

Phase 2: The Lead (model_stock)

The first stage was fine, but lacks of consistency, so I glued it with using two smart models.

model_stock Recipe 2
models:
  - model: F:\AI\Merge\NovelistX
  - model: F:\AI\Merge\GarnetV2
  - model: F:\AI\Merge\Gemopus
merge_method: model_stock
base_model: F:\AI\Merge\Gemma-4-it
dtype: bfloat16
tokenizer_source: base

🤝 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 cat for being a smart fella and assisting with advices.