MrRikyz_Rei-Pulse-24B_EXL3

Source model

Rei-Pulse-24B by MrRikyz

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Provided quantized models

ExLlamaV3: release v0.0.20

Requirements: A python installation with huggingface-hub module to use CLI.

Licensing

License detected: apache-2.0

The license for the provided quantized models is inherited from the source model (which incorporates the license of its original base model). For definitive licensing information, please refer first to the page of the source or base models. File and page backups of the source model are provided below.

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Backups

Date: 29.01.2026

Source files

<details> <summary>Source page (click to expand)</summary> <div style="width: 100%; text-align: center; margin-bottom: 20px;"> <h1 style="font-size: 2.5em; font-weight: bold; color: #4A90E2;">Rei-Pulse-24B</h1> <p style="font-size: 1.2em; color: #666;">A merge of specialized 24B Rp models</p> <hr style="border: 0; height: 1px; background: linear-gradient(to right, transparent, #4A90E2, transparent); margin: 20px 0;"> </div>

<span style="color:red; font-weight:bold">⚠️ Attention:</span> It works with ChatML format and Mistral V7-Tekken (no thinking output) i didn't test the Thinking.

Tested using Ik_llama.cpp as the backend and Sillytavern as the frontend

🌟 Overview

Rei-Pulse-24B is a merge built on top of Morax-24B-v1.

The model uses the DARE TIES method

🧩 Models Merged

This model results from a merge between:

• DarkArtsForge/Morax-24B-v1 (Base)
• OddTheGreat/Circuitry_24B_V.3
• Delta-Vector/Rei-24B-KTO
• TheDrummer/Precog-24B-v1
• TheDrummer/Rivermind-24B-v1

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🛠️ Merge Details

Method: DARE TIES

The merge was performed using mergekit with the following parameters:

• Base Model: Morax-24B-v1
• Dtype: bfloat16
• Density: 0.5
• Weight: 0.2

⚙️ Configuration

<details> <summary><b>View Full Mergekit YAML</b></summary>

base_model: DarkArtsForge/Morax-24B-v1
dtype: bfloat16
merge_method: dare_ties
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 40]
        model: DarkArtsForge/Morax-24B-v1
        parameters:
          density: 0.5
          weight: 0.2
      - layer_range: [0, 40]
        model: TheDrummer/Rivermind-24B-v1
        parameters:
          density: 0.5
          weight: 0.2
      - layer_range: [0, 40]
        model: OddTheGreat/Circuitry_24B_V.3
        parameters:
          density: 0.5
          weight: 0.2
      - layer_range: [0, 40]
        model: Delta-Vector/Rei-24B-KTO
        parameters:
          density: 0.5
          weight: 0.2
      - layer_range: [0, 40]
        model: TheDrummer/Precog-24B-v1
        parameters:
          density: 0.5
          weight: 0.2
parameters:
  lambda: 0.75
  normalize: True
tokenizer:
  source: base

</details>

<div style=" border: 1px solid #30363d; border-radius: 14px; padding: 20px; background: linear-gradient(135deg, #0d1117, #161b22); max-width: 520px; text-align: center; "> <h3 style="margin-top: 0;">📦 Rei-Pulse 24B — GGUF</h3> <p style="margin-bottom: 16px;"> Download the GGUF builds below: </p>

<a href="https://huggingface.co/mradermacher/Rei-Pulse-24B-GGUF" style=" display: inline-block; padding: 10px 18px; margin: 6px; border-radius: 10px; background: #238636; color: white; text-decoration: none; font-weight: 600; "> Static GGUF quant </a> <a href="https://huggingface.co/mradermacher/Rei-Pulse-24B-i1-GGUF" style=" display: inline-block; padding: 10px 18px; margin: 6px; border-radius: 10px; background: #1f6feb; color: white; text-decoration: none; font-weight: 600; "> Imatrix GGUF quant </a>

<a href="http://huggingface.co/DeathGodlike/MrRikyz_Rei-Pulse-24B_EXL3" style=" display: inline-block; padding: 10px 18px; margin: 6px; border-radius: 10px; background: #238636; color: white; text-decoration: none; font-weight: 600; "> EXL3 quant </a>

<hr style="margin: 20px 0; border: none; border-top: 1px solid #30363d;"> <p style="font-size: 0.9em; opacity: 0.85;"> 💙 Thanks to team mradermacher for providing the quants 💙 And thanks to DeathGodlike for the EXL3 quant format </p> </div>

✨ Acknowledgements

Thanks to the authors of the original models for their incredible work:

• DarkArtsForge for Morax-24B-v1
• OddTheGreat for Circuitry_24B_V.3
• Delta-Vector for Rei-24B-KTO
• TheDrummer for Precog-24B-v1 and Rivermind-24B-v1

</details>