Gemma-4-AssGuard-31B

<div style="background: linear-gradient(120deg, #020605 0%, #061610 45%, #052e20 100%); color: #f0f2f5; padding: 30px; border-radius: 12px; border: 4px solid #040c1a; box-shadow: 0 8px 25px rgba(0,0,0,0.9);"> <h1 align="center" style="color: #1b76aa; text-shadow: 2px 2px 5px #000000;">🛡️ AssGuard</h1> <p align="center"> <img src="https://cdn-uploads.huggingface.co/production/uploads/6390f888de25f9eda571b0f2/OP4YnckUHLXD0LGjEWgo0.png" width="100%" alt="AssGuard AI Persona" style="border-radius: 8px; border: 2px solid #061610; box-shadow: 0 4px 15px rgba(0,0,0,0.7);"> </p> <p align="center" style="font-style: italic; color: #1b76aa; margin-top: 15px; margin-bottom: 25px; font-size: 1.15em; text-shadow: 1px 1px 3px rgba(0,0,0,0.7);"> "Raise your shields, as the SLOP incoming" </p> <h2 style="color: #1b76aa; border-bottom: 1px solid #13455c; padding-bottom: 8px; margin-top: 30px;">⚔️ Overview</h2>

This is a thing I did for fun, experimenting here and there. But to my surprise this stuff can hit the mark and generate very funny outcomes. So I decided to let this model to live. Might steal your attention for several swipes.

<h3 style="color: #1b76aa; margin-top: 15px;"> Settings</h3>

I suggest to use high min_p from around 0.15-0.20. That's it all others is up to your experiments.

<h3 style="color: #1b76aa; margin-top: 15px;">♻️ Mergekit Configuration</h3>

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

Phase 1: Asgard (dare_ties)

The place where the gods and warriors lives.

<details> <summary>dare_ties Recipe 1</summary>

merge_method: dare_ties
base_model: F:\AI\Merge\Gemma-4-it
tokenizer_source: union
dtype: bfloat16
parameters:
  lambda: 1.0
models:
  - model: F:\AI\Merge\G4-Gutenberg
    parameters:
      density: [0.70, 0.70, 0.60, 0.60, 0.70]
      weight:
      - filter: mlp
        value: [0.40, 0.45, 0.40, 0.40, 0.40]
      - filter: self_attn
        value: [0.30, 0.40, 0.50, 0.50, 0.50]
      - value: [0.50, 0.50, 0.50, 0.50, 0.50]

  - model: F:\AI\Merge\Pantheon-Reasoning-31B-1.1
    parameters:
      density: [0.30, 0.30, 0.40, 0.35, 0.25]
      weight: 
      - filter: mlp
        value: [0.40, 0.50, 0.40, 0.30, 0.10]
      - filter: self_attn
        value: [0.40, 0.35, 0.35, 0.30, 0.10]
      - value: [0.30, 0.30, 0.40, 0.30, 0.10]  

</details>

Phase 2: Odin (model_stock)

The headmaster himself!

<details> <summary>model_stock Recipe 2</summary>

models:
  - model: F:\AI\Merge\Equinox
  - model: F:\AI\Merge\Gemma-4-31B-storymaxxed2
  - model: F:\AI\Merge\GarnetV2
merge_method: model_stock
base_model: F:\AI\Merge\Gemma-4-it
dtype: bfloat16
tokenizer_source: union

</details>

Phase 3: AssGuard (dare_ties)

Preparation becomes!

<details> <summary>dare_ties Recipe 3</summary>

merge_method: dare_ties
base_model: F:\AI\Merge\Gemma-4-it
tokenizer_source: union
dtype: bfloat16
parameters:
  lambda: 1.0
models:
  - model: F:\AI\Merge\Asgard
    parameters:
      density: [0.70, 0.70, 0.70, 0.70, 0.70]
      weight:
      - filter: mlp
        value: [0.50, 0.50, 0.50, 0.50, 0.50]
      - filter: self_attn
        value: [0.40, 0.40, 0.40, 0.40, 0.40]
      - value: [0.50, 0.50, 0.50, 0.50, 0.50]

  - model: F:\AI\Merge\Odin
    parameters:
      density: [0.20, 0.30, 0.40, 0.30, 0.10]
      weight: 
      - filter: mlp
        value: [0.30, 0.40, 0.40, 0.40, 0.10]
      - filter: self_attn
        value: [0.30, 0.30, 0.30, 0.30, 0.10]
      - value: [0.20, 0.30, 0.30, 0.20, 0.10]  

</details> <h2 style="color: #1b76aa; border-bottom: 1px solid #13455c; padding-bottom: 8px; margin-top: 30px;">🤝 Special Thanks</h2> <ul style="color: #e2e4e9; line-height: 1.6;"> <li><strong>Google DeepMind:</strong> For providing the base model.</li> <li><strong>The Open-Source Community:</strong> Creators and all their fine-tuned models that were used in the merge.</li> <li><strong>Mergekit Fork:</strong> Zerofata - For making mergekit work.</li> <li><strong>To Nimbz:</strong> <a href="https://huggingface.co/Nimbz" style="color: #1b76aa; text-decoration: none;">This cat</a> for being a smart fella and assisting with advices.</li> </ul> </div>