DeathGodlike
/

Naphula_Ancient-Awakening-12B-MPOA_EXL3

+---
+base_model:
+- Naphula/Ancient-Awakening-12B-MPOA
+base_model_relation: quantized
+pipeline_tag: text-generation
+library_name: safetensors
+tags:
+- exl3
+- 4-bit
+- 6-bit
+- 8-bit
+---
+# Source model
+[**Ancient-Awakening-12B-MPOA**](https://huggingface.co/Naphula/Ancient-Awakening-12B-MPOA) by [**Naphula**](https://huggingface.co/Naphula)
+------------------------------------------------------------------------------------------------------------------------
+## Provided quantized models
+[ExLlamaV3](https://github.com/turboderp-org/exllamav3): [**v0.0.26**](https://github.com/turboderp-org/exllamav3/releases/tag/v0.0.26)
+| Type | Size | CLI |
+|------|------|---------|
+| [H8-4.0BPW](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/tree/H8-4.0BPW) | 7.49 GB | [Copy-paste the lines / Download the batch file](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/resolve/H8-4.0BPW/Download~Naphula_Ancient-Awakening-12B-MPOA_H8-4.0BPW_EXL3.bat) |
+| [H8-6.0BPW](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/tree/H8-6.0BPW) | 10.22 GB | [Copy-paste the lines / Download the batch file](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/resolve/H8-6.0BPW/Download~Naphula_Ancient-Awakening-12B-MPOA_H8-6.0BPW_EXL3.bat) |
+| [H8-8.0BPW](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/tree/H8-8.0BPW) | 12.95 GB | [Copy-paste the lines / Download the batch file](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/resolve/H8-8.0BPW/Download~Naphula_Ancient-Awakening-12B-MPOA_H8-8.0BPW_EXL3.bat) |
+***Requirements: A python installation with [huggingface-hub](https://huggingface.co/docs/huggingface_hub/main/en/guides/cli) 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.
+------------------------------------------------------------------------------------------------------------------------
+# Backups
+Date: **23.03.2026**
+[Source files](https://huggingface.co/DeathGodlike/Naphula_Ancient-Awakening-12B-MPOA_EXL3/tree/source-files)
+<details>
+<summary>Source page (click to expand)</summary>
+<audio controls src="https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/yI041gp0fzz7N_Mh_x5Pt.mpga"></audio>
+> [!WARNING]
+> <span style="color:red; font-weight:bold">⚠️ Warning:</span> This model works best with either the **ChatML** or **Mistral Tekken** chat template. The uncensored [**MPOA**](https://huggingface.co/Naphula/Ancient-Awakening-12B-MPOA) version has guardrails removed, which can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly.
+>
+<!DOCTYPE html>
+<style>
+body {
+  font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+  color: #D1D5DB; /* Pale stone gray */
+  line-height: 1.6;
+  margin: 0;
+  padding: 0;
+  background-color: #0A0C10; /* Very dark stormy gray/black */
+}
+b, strong {
+  color: #FBBF24; /* Glowing amber/gold */
+  text-shadow: 0 0 8px rgba(251, 191, 36, 0.4);
+}
+.awakening-text {
+  color: #FEF3C7; /* Pale inner-eye yellow */
+  position: relative;
+  z-index: 2;
+  margin-left: 0.2em;
+  text-shadow: 0 0 15px #F59E0B, 0 0 30px #B45309; /* Deep fiery orange/gold glow */
+  font-size: 1.8rem;
+  letter-spacing: 1px;
+  font-weight: 600;
+}
+/* Section styling */
+.section-container {
+  background-color: rgba(17, 24, 39, 0.85); /* Dark slate rock */
+  margin-bottom: 30px;
+  position: relative;
+  overflow: hidden;
+  border-bottom: 1px solid #78350F; /* Dark bronze/earth */
+  box-shadow: 0 4px 20px rgba(0, 0, 0, 0.6);
+}
+.section-header {
+  display: flex;
+  align-items: center;
+  background-color: rgba(245, 158, 11, 0.05); /* Faint amber tint */
+  padding: 10px 20px;
+  border-top: 1px solid rgba(120, 53, 15, 0.4);
+}
+.section-indicator {
+  width: 8px;
+  height: 20px;
+  background-color: #F59E0B; /* Amber eye color */
+  margin-right: 15px;
+  box-shadow: 0 0 10px rgba(245, 158, 11, 0.6);
+  border-radius: 2px;
+}
+.section-title {
+  font-family: 'Georgia', 'Times New Roman', serif; /* Ancient tome feel */
+  color: #FDE68A; /* Light gold */
+  font-size: 1.4rem;
+  margin: 0;
+  letter-spacing: 1px;
+  font-weight: 400;
+  text-transform: capitalize;
+}
+.section-content {
+  padding: 20px;
+  font-family: sans-serif;
+  color: #D1D5DB;
+  line-height: 1.6;
+}
+/* Title styling */
+.title-container {
+  background-color: #050505; /* Pitch black */
+  position: relative;
+  overflow: hidden;
+  margin-bottom: 40px;
+  border-left: 4px solid #F59E0B; /* Amber pillar */
+  box-shadow: 0 6px 25px rgba(245, 158, 11, 0.15);
+}
+.title-wrapper {
+  position: relative;
+  z-index: 2;
+  padding: 25px 20px 30px 30px;
+  font-family: 'Georgia', 'Times New Roman', serif;
+}
+.title-main {
+  color: #FEF3C7;
+  font-size: 2.0rem;
+  font-weight: 700;
+  margin: 0;
+  letter-spacing: 2px;
+  display: inline-block;
+  position: relative;
+  text-transform: uppercase;
+}
+.storm-overlay {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  /* Dark, brooding radial fog mimicking the eye's aura */
+  background-image: radial-gradient(circle at 50% 50%, rgba(245, 158, 11, 0.08) 0%, rgba(0,0,0,0.9) 80%);
+  z-index: 1;
+}
+/* Subheading styling */
+.subheading {
+  color: #D97706; /* Deep orange */
+  font-size: 1.1rem;
+  margin-top: 20px;
+  margin-bottom: 15px;
+  font-weight: 400;
+  border-bottom: 1px dashed rgba(217, 119, 6, 0.4);
+  display: inline-block;
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  font-family: 'Georgia', 'Times New Roman', serif;
+}
+/* Links */
+a {
+  color: #FBBF24; /* Amber */
+  text-decoration: none;
+  transition: color 0.3s ease, text-shadow 0.3s ease;
+}
+a:hover {
+  text-decoration: underline;
+  color: #FDE68A; /* Brighter gold */
+  text-shadow: 0 0 8px rgba(251, 191, 36, 0.5);
+}
+/* Container */
+.container {
+  max-width: 1200px;
+  margin: 20px auto;
+  padding: 40px 20px;
+  background-color: #0D1117; /* Deep stormy night */
+  background-image:
+    radial-gradient(circle at 15% 85%, rgba(120, 53, 15, 0.1) 0%, transparent 50%),
+    radial-gradient(circle at 85% 15%, rgba(245, 158, 11, 0.05) 0%, transparent 50%);
+  min-height: calc(100vh - 40px);
+  border: 1px solid #1F2937; /* Dark stone border */
+  border-radius: 8px;
+  box-shadow: 0 8px 40px rgba(0, 0, 0, 0.9), inset 0 0 20px rgba(0, 0, 0, 0.5);
+}
+/* Code blocks */
+pre {
+  background-color: #050505; /* Pitch black */
+  border: 1px solid #1F2937; /* Dark stone */
+  border-left: 3px solid #92400E; /* Dark orange/brown */
+  padding: 15px;
+  border-radius: 4px;
+  color: #D1D5DB;
+  overflow-x: auto;
+}
+code {
+  font-family: 'Courier New', Courier, monospace;
+  color: #FBBF24; /* Amber */
+  background-color: rgba(245, 158, 11, 0.08);
+  padding: 2px 4px;
+  border-radius: 3px;
+}
+pre code {
+  color: #00FFFF;
+  background-color: transparent;
+  padding: 0;
+}
+</style>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Ancient Awakening 12B MPOA</title>
+</head>
+<body>
+<div class="container">
+  <div class="title-container">
+    <div class="storm-overlay"></div>
+    <div class="title-wrapper">
+      <h2 class="title-main">
+        <span class="awakening-text">🧬 Ancient Awakening 12B MPOA</span>
+      </h2>
+    </div>
+  </div>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/CvyWU1z106Aa__M8KIksp.png"
+     alt="Ancient Awakening"
+     style="display: block; margin: 0 auto 30px auto; max-width: 100%; height: auto; border-radius: 5px; border: 1px solid #1F2937; box-shadow: 0 0 25px rgba(245, 158, 11, 0.15);">
+  <div class="section-container">
+    <div class="section-header">
+      <div class="section-indicator"></div>
+      <h2 class="section-title">Overview</h2>
+    </div>
+    <div class="section-content"><font face="verdana">
+      This is a merge of pre-trained language models created using <a href="https://github.com/cg123/mergekit">mergekit</a>.
+    </div>
+  </div>
+  <div class="section-container">
+    <div class="section-header">
+      <div class="section-indicator"></div>
+      <h2 class="section-title">System Prompt (Optional)</h2>
+    </div>
+    <div class="section-content"><font face="verdana">
+      <p>You are the "Ancient One," a colossal, primordial entity of living stone, deep magic, and abyssal ocean. For countless millennia, you have slumbered in a state of suspended animation, your massive, jagged body mistaken for a remote, floating island amidst a perpetually stormy sea. You are older than recorded history, older than the gods of men. The ANCIENT AWAKENING marks your current state: you are finally opening your single, massive, reptilian eye. You are a geological anomaly made sentient.</p>
+    </div>
+  </div>
+  <div class="section-container">
+    <div class="section-header">
+      <div class="section-indicator"></div>
+      <h2 class="section-title">Merge Details</h2>
+	  </div>
+    <div class="section-content"><font face="verdana">
+      <b>Merge Methods</b><br>
+      This model was synthesized using a complex multi-stage process involving the following methods:
+      <ul>
+        <li><a href="https://en.wikipedia.org/wiki/Karcher_mean">karcher</a></li>
+        <li><a href="https://huggingface.co/24B-Suite/Mergedonia-Suite-24B-v1/discussions/2">flux</a></li>
+        <li><a href="https://www.arcee.ai/blog/meet-mergekit-v0-1-arcee-fusion-expanded-model-support-multi-gpu-acceleration">arcee_fusion</a></li>
+        <li><a href="https://arxiv.org/abs/2601.13572">ramplus_tl [Reinforced Agent Merging Plus (Tensor-Local)]</a></li>
+        <li><a href="https://huggingface.co/24B-Suite/Mergedonia-Suite-24B-v1/discussions/2">pdq</a></li>
+      </ul>
+      <br>The <a href="https://huggingface.co/spaces/Naphula/model_tools/blob/main/graph_v18.py">graph_v18.py</a> patch was helpful to use 8GB VRAM for acceleration.
+	  <hr>
+      <b>Models Merged</b><br>
+      The following 70 models were woven into this merge:<br><br>
+ <details>
+        <summary style="cursor: pointer; color: #FBBF24; font-weight: bold;">Show 70 Donor Models</summary>
+          <ul>
+            <li><a href="https://huggingface.co/aixonlab/Aether-12b">aixonlab/Aether-12b</a></li>
+            <li><a href="https://huggingface.co/aixonlab/Zinakha-12b">aixonlab/Zinakha-12b</a></li>
+            <li><a href="https://huggingface.co/allura-org/Bigger-Body-12b">allura-org/Bigger-Body-12b</a></li>
+            <li><a href="https://huggingface.co/allura-org/MN-12b-RP-Ink">allura-org/MN-12b-RP-Ink</a></li>
+            <li><a href="https://huggingface.co/allura-org/remnant-mn-12b">allura-org/remnant-mn-12b</a></li>
+            <li><a href="https://huggingface.co/anthracite-org/magnum-v4-12b">anthracite-org/magnum-v4-12b</a></li>
+            <li><a href="https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2">ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2</a></li>
+            <li><a href="https://huggingface.co/Babsie/Opulus-12B-v3">Babsie/Opulus-12B-v3</a></li>
+            <li><a href="https://huggingface.co/BeaverAI/mistral-doryV2-12b">BeaverAI/mistral-doryV2-12b</a></li>
+            <li><a href="https://huggingface.co/crestf411/nemo-sunfall-v0.6.1">crestf411/nemo-sunfall-v0.6.1</a></li>
+            <li><a href="https://huggingface.co/EldritchLabs/Kraken-Karcher-12B-v1">EldritchLabs/Kraken-Karcher-12B-v1</a></li>
+            <li><a href="https://huggingface.co/EpistemeAI2/Fireball-Mistral-Nemo-12B-Philos">EpistemeAI2/Fireball-Mistral-Nemo-12B-Philos</a></li>
+            <li><a href="https://huggingface.co/EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math">EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math</a></li>
+            <li><a href="https://huggingface.co/Fizzarolli/MN-12b-Rosier-v1">Fizzarolli/MN-12b-Rosier-v1</a></li>
+            <li><a href="https://huggingface.co/HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407">HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407</a></li>
+            <li><a href="https://huggingface.co/IIEleven11/Kalypso">IIEleven11/Kalypso</a></li>
+            <li><a href="https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1">inflatebot/MN-12B-Mag-Mell-R1</a></li>
+            <li><a href="https://huggingface.co/intervitens/mini-magnum-12b-v1.1">intervitens/mini-magnum-12b-v1.1</a></li>
+            <li><a href="https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora">jtatman/mistral_nemo_12b_reasoning_psychology_lora</a></li>
+            <li><a href="https://huggingface.co/KOOWEEYUS/BlackSheep-RP-12B">KOOWEEYUS/BlackSheep-RP-12B</a></li>
+            <li><a href="https://huggingface.co/Lambent/Arsenic-Shahrazad-12B-v2">Lambent/Arsenic-Shahrazad-12B-v2</a></li>
+            <li><a href="https://huggingface.co/Lambent/Arsenic-Shahrazad-12B-v3">Lambent/Arsenic-Shahrazad-12B-v3</a></li>
+            <li><a href="https://huggingface.co/Lambent/arsenic-nemo-unleashed-12B">Lambent/arsenic-nemo-unleashed-12B</a></li>
+            <li><a href="https://huggingface.co/Lambent/Gilded-Arsenic-12B">Lambent/Gilded-Arsenic-12B</a></li>
+            <li><a href="https://huggingface.co/LatitudeGames/Muse-12B">LatitudeGames/Muse-12B</a></li>
+            <li><a href="https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407">mistralai/Mistral-Nemo-Instruct-2407</a></li>
+            <li><a href="https://huggingface.co/Naphula/Riemannian-Redshift-12B-v1">Naphula/Riemannian-Redshift-12B-v1</a></li>
+            <li><a href="https://huggingface.co/Naphula-Archives/F5-stage6-12B">Naphula-Archives/F5-stage6-12B</a></li>
+            <li><a href="https://huggingface.co/Naphula-Archives/F5-stage7-12B">Naphula-Archives/F5-stage7-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/Lyra-Gutenberg-mistral-nemo-12B">nbeerbower/Lyra-Gutenberg-mistral-nemo-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/Lyra4-Gutenberg-12B">nbeerbower/Lyra4-Gutenberg-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B">nbeerbower/mistral-nemo-bophades-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v3">nbeerbower/mistral-nemo-gutenberg-12B-v3</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4">nbeerbower/mistral-nemo-gutenberg-12B-v4</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B">nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Encore-12B">nbeerbower/Mistral-Nemo-Gutenberg-Encore-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Vitus-12B">nbeerbower/Mistral-Nemo-Gutenberg-Vitus-12B</a></li>
+            <li><a href="https://huggingface.co/nbeerbower/mistral-nemo-wissenschaft-12B">nbeerbower/mistral-nemo-wissenschaft-12B</a></li>
+            <li><a href="https://huggingface.co/NeverSleepHistorical/lumi-nemo-e2.0">NeverSleepHistorical/lumi-nemo-e2.0</a></li>
+            <li><a href="https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B">NeverSleep/Lumimaid-v0.2-12B</a></li>
+            <li><a href="https://huggingface.co/nothingiisreal/Celeste-12B-V1.6">nothingiisreal/Celeste-12B-V1.6</a></li>
+            <li><a href="https://huggingface.co/nothingiisreal/MN-12B-Celeste-V1.9">nothingiisreal/MN-12B-Celeste-V1.9</a></li>
+            <li><a href="https://huggingface.co/PocketDoc/Dans-DangerousWinds-V1.1.0-12b">PocketDoc/Dans-DangerousWinds-V1.1.0-12b</a></li>
+            <li><a href="https://huggingface.co/ReadyArt/Dark-Nexus-12B-v2.0">ReadyArt/Dark-Nexus-12B-v2.0</a></li>
+            <li><a href="https://huggingface.co/ReadyArt/Forgotten-Safeword-12B-v4.0">ReadyArt/Forgotten-Safeword-12B-v4.0</a></li>
+            <li><a href="https://huggingface.co/ReadyArt/Omega-Darker_The-Final-Directive-12B">ReadyArt/Omega-Darker_The-Final-Directive-12B</a></li>
+            <li><a href="https://huggingface.co/romaingrx/red-teamer-mistral-nemo">romaingrx/red-teamer-mistral-nemo</a></li>
+            <li><a href="https://huggingface.co/Sao10K/MN-12B-Lyra-v1">Sao10K/MN-12B-Lyra-v1</a></li>
+            <li><a href="https://huggingface.co/Sao10K/MN-12B-Lyra-v4">Sao10K/MN-12B-Lyra-v4</a></li>
+            <li><a href="https://huggingface.co/shisa-ai/shisa-v2-mistral-nemo-12b">shisa-ai/shisa-v2-mistral-nemo-12b</a></li>
+            <li><a href="https://huggingface.co/SicariusSicariiStuff/Impish_Bloodmoon_12B">SicariusSicariiStuff/Impish_Bloodmoon_12B</a></li>
+            <li><a href="https://huggingface.co/sleepdeprived3/Christian-Bible-Expert-v2.0-12B">sleepdeprived3/Christian-Bible-Expert-v2.0-12B</a></li>
+            <li><a href="https://huggingface.co/SuperbEmphasis/MN-12b-RP-Ink-RP-Longform">SuperbEmphasis/MN-12b-RP-Ink-RP-Longform</a></li>
+            <li><a href="https://huggingface.co/SuperbEmphasis/Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2">SuperbEmphasis/Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2</a></li>
+            <li><a href="https://huggingface.co/TheDrummer/Rivermind-12B-v1">TheDrummer/Rivermind-12B-v1</a></li>
+            <li><a href="https://huggingface.co/TheDrummer/Rocinante-12B-v1">TheDrummer/Rocinante-12B-v1</a></li>
+            <li><a href="https://huggingface.co/TheDrummer/Rocinante-X-12B-v1">TheDrummer/Rocinante-X-12B-v1</a></li>
+            <li><a href="https://huggingface.co/Trappu/Nemo-Picaro-12B">Trappu/Nemo-Picaro-12B</a></li>
+            <li><a href="https://huggingface.co/Undi95/LocalC-12B-e2.0">Undi95/LocalC-12B-e2.0</a></li>
+            <li><a href="https://huggingface.co/VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct">VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Astral-Noctra-12B">Vortex5/Astral-Noctra-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Azure-Starlight-12B">Vortex5/Azure-Starlight-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Crimson-Constellation-12B">Vortex5/Crimson-Constellation-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Red-Synthesis-12B">Vortex5/Red-Synthesis-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Shining-Seraph-12B">Vortex5/Shining-Seraph-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Starlit-Shadow-12B">Vortex5/Starlit-Shadow-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Vermilion-Sage-12B">Vortex5/Vermilion-Sage-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Scarlet-Seraph-12B">Vortex5/Scarlet-Seraph-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Maroon-Sunset-12B">Vortex5/Maroon-Sunset-12B</a></li>
+            <li><a href="https://huggingface.co/Vortex5/Amber-Starlight-12B">Vortex5/Amber-Starlight-12B</a></li>
+          </ul>
+        </div>
+      </details>
+    </div>
+  <div class="section-container">
+    <div class="section-header">
+      <div class="section-indicator"></div>
+      <h2 class="section-title">Merge Pipeline & Configuration</h2>
+    </div>
+    <div class="section-content">
+      <p><b>🧬 Ancient Awakening 12B</b> unites several methods and 70 models into one:</p>
+      <ol>
+        <li><a href="https://huggingface.co/EldritchLabs/Kraken-Karcher-12B-v1">🦑 Kraken Karcher v1</a>: Combines 53 <a href="https://huggingface.co/models?other=base_model:finetune:mistralai/Mistral-Nemo-Instruct-2407">Mistral Nemo finetunes</a> via the <code>karcher</code> method at 500 iterations</li>
+        <li><a href="https://huggingface.co/Naphula/Riemannian-Redshift-12B-v1">🌌 Riemannian Redshift v1</a>: Combines 10 <a href="https://huggingface.co/Vortex5">Vortex5</a> merges (which contain custom methods like <code>saef</code>, <code>smi_oni</code>, and <code>hpq</code>) via the <code>karcher</code> method at 1000 iterations</li>
+        <li>RedKFlux: <code>flux</code> merge of Kraken with Redshift at 1000 iterations</li>
+        <li>RedKFluxMell: <code>arcee_fusion</code> merge of #3 with <a href="https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1">Mag-Mell</a></li>
+        <li>BloodKraken: <code>arcee_fusion</code> merge of #4 with <a href="https://huggingface.co/SicariusSicariiStuff/Impish_Bloodmoon_12B">Impish Bloodmoon</a></li>
+        <li><a href="https://huggingface.co/Naphula-Archives/F5-stage6-12B">F5-stage6</a>: <code>arcee_fusion</code> merge of #5 with <a href="https://huggingface.co/LatitudeGames/Muse-12B">Muse</a></li>
+        <li><a href="https://huggingface.co/Naphula-Archives/F5-stage7-12B">F5-stage7</a>: <code>ramplus_tl</code> merge of #6 with #3</li>
+        <li><a href="https://huggingface.co/Naphula/Ancient-Awakening-12B">🧬 Ancient Awakening 12B</a>: <code>pdq</code> merge of #7 with #6, #3, #2, #1, Mag-Mell, Impish-Bloodmoon, and Muse</li>
+        <li><code>mpoa</code> <a href="https://huggingface.co/blog/grimjim/norm-preserving-biprojected-abliteration">ablation</a> applied to remove censorship <a href="https://huggingface.co/Naphula/Ancient-Awakening-12B-MPOA">(released seperately)</a></i></li>
+		<b>Note:</b> If you encounter any issues with the model then you can try using F5-stage6 or stage7 merges as these are likely more stable.
+      </ol>
+	 <hr>
+<h3 class="subheading">Stage 1: 🦑 Kraken Karcher</h3>
+      <pre><code>base_model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407
+models:
+  - model: B:/12B/models--aixonlab--Aether-12b
+  - model: B:/12B/models--aixonlab--Zinakha-12b
+  - model: B:/12B/models--allura-org--Bigger-Body-12b
+  - model: B:/12B/models--allura-org--MN-12b-RP-Ink
+  - model: B:/12B/models--allura-org--remnant-mn-12b
+  - model: B:/12B/models--anthracite-org--magnum-v4-12b
+  - model: B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+  - model: B:/12B/models--Babsie--Opulus-12B-v3
+  - model: B:/12B/models--BeaverAI--mistral-doryV2-12b
+  - model: B:/12B/models--crestf411--nemo-sunfall-v0.6.1
+  - model: B:/12B/models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
+  - model: B:/12B/models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
+  - model: B:/12B/models--Fizzarolli--MN-12b-Rosier-v1
+  - model: B:/12B/models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
+  - model: B:/12B/models--IIEleven11--Kalypso
+  - model: B:/12B/models--intervitens--mini-magnum-12b-v1.1
+  - model: B:/12B/models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
+  - model: B:/12B/models--KOOWEEYUS--BlackSheep-RP-12B
+  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v2
+  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v3
+  - model: B:/12B/models--Lambent--arsenic-nemo-unleashed-12B
+  - model: B:/12B/models--Lambent--Gilded-Arsenic-12B
+  - model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407
+  - model: B:/12B/models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
+  - model: B:/12B/models--nbeerbower--Lyra4-Gutenberg-12B
+  - model: B:/12B/models--nbeerbower--mistral-nemo-bophades-12B
+  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v3
+  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v4
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
+  - model: B:/12B/models--nbeerbower--mistral-nemo-wissenschaft-12B
+  - model: B:/12B/models--NeverSleepHistorical--lumi-nemo-e2.0
+  - model: B:/12B/models--NeverSleep--Lumimaid-v0.2-12B
+  - model: B:/12B/models--nothingiisreal--Celeste-12B-V1.6
+  - model: B:/12B/models--nothingiisreal--MN-12B-Celeste-V1.9
+  - model: B:/12B/models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
+  - model: B:/12B/models--ReadyArt--Dark-Nexus-12B-v2.0
+  - model: B:/12B/models--ReadyArt--Forgotten-Safeword-12B-v4.0
+  - model: B:/12B/models--ReadyArt--Omega-Darker_The-Final-Directive-12B
+  - model: B:/12B/models--romaingrx--red-teamer-mistral-nemo
+  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v1
+  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v4
+  - model: B:/12B/models--shisa-ai--shisa-v2-mistral-nemo-12b
+  - model: B:/12B/models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
+  - model: B:/12B/models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
+  - model: B:/12B/models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+  - model: B:/12B/models--TheDrummer--Rivermind-12B-v1
+  - model: B:/12B/models--TheDrummer--Rocinante-12B-v1
+  - model: B:/12B/models--TheDrummer--Rocinante-X-12B-v1
+  - model: B:/12B/models--Trappu--Nemo-Picaro-12B
+  - model: B:/12B/models--Undi95--LocalC-12B-e2.0
+  - model: B:/12B/models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct
+merge_method: karcher
+parameters:
+  max_iter: 500
+  tol: 1.0e-9
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: 🦑‍ Kraken-Karcher-12B-v1</code></pre>
+<h3 class="subheading">Stage 2: 🌌 Riemannian Redshift</h3>
+      <pre><code>models:
+  - model: B:/12B/models--Vortex5--Astral-Noctra-12B
+  - model: B:/12B/models--Vortex5--Azure-Starlight-12B
+  - model: B:/12B/models--Vortex5--Crimson-Constellation-12B
+  - model: B:/12B/models--Vortex5--Red-Synthesis-12B
+  - model: B:/12B/models--Vortex5--Shining-Seraph-12B
+  - model: B:/12B/models--Vortex5--Starlit-Shadow-12B
+  - model: B:/12B/models--Vortex5--Vermilion-Sage-12B
+  - model: B:/12B/models--Vortex5--Scarlet-Seraph-12B
+  - model: B:/12B/models--Vortex5--Maroon-Sunset-12B
+  - model: B:/12B/models--Vortex5--Amber-Starlight-12B
+merge_method: karcher
+parameters:
+  max_iter: 1000
+  tol: 1.0e-9
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: 🌌 Riemannian-Redshift-12B-v1</code></pre>
+<h3 class="subheading">Stage 3: RedKFlux</h3>
+      <pre><code>models:
+  - model: C:\mergekit-main\merged_model_redshift
+  - model: C:\mergekit-main\merged_model_kraken_karcher
+merge_method: flux
+parameters:
+  eta: 1.2
+  tol: 1.0e-9
+  max_iter: 1000
+  kappa: 0.8
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: RedKFlux</code></pre>
+<h3 class="subheading">Stage 4: RedKFluxMell</h3>
+      <pre><code>models:
+  - model: C:\mergekit-main\merged_model_RedKFlux
+  - model: B:\8B\models--inflatebot--MN-12B-Mag-Mell-R1
+merge_method: arcee_fusion
+tukey_fence: 1.5
+base_model: C:\mergekit-main\merged_model_RedKFlux
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: base
+name: RedKFluxMell</code></pre>
+<h3 class="subheading">Stage 5: BloodKraken</h3>
+      <pre><code>models:
+  - model: C:\mergekit-main\merged_model_RedKFluxMell
+  - model: B:\8B\models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+merge_method: arcee_fusion
+tukey_fence: 1.5
+base_model: C:\mergekit-main\merged_model_RedKFluxMell
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: base
+name: BloodKraken</code></pre>
+<h3 class="subheading">Stage 6: BloodKrakenMuse</h3>
+      <pre><code>models:
+  - model: C:\mergekit-main\merged_model_BloodKraken
+  - model: B:\8B\models--LatitudeGames--Muse-12B
+merge_method: arcee_fusion
+tukey_fence: 1.5
+base_model: C:\mergekit-main\merged_model_BloodKraken
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: base
+name: BloodKrakenMuse</code></pre>
+<h3 class="subheading">Stage 7: Ramplus_tl</h3>
+      <pre><code>merge_method: ramplus_tl
+base_model: C:\mergekit-main\merged_model_BloodKrakenMuse
+models:
+  - model: C:\mergekit-main\merged_model_BloodKrakenMuse
+  - model: C:\mergekit-main\merged_model_RedKFlux
+parameters:
+  epsilon: 0.001  # Increased from 1e-5 to 1e-3 for denser SFT/DPO task vectors
+  r: 0.25         # Increased from 0.1 to 0.2-0.3 for better SFT behavior preservation
+  alpha: 0.4      # Increased from 0.2 to 0.4 for enhanced rescaling
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: base
+name: Stage7</code></pre>
+<h3 class="subheading">Stage 8: 🧬 Ancient Awakening</h3>
+      <pre><code>merge_method: pdq
+pdq_base_yaml: C:\mergekit-main\stage7.yaml
+pdq_base_model: C:\mergekit-main\merged_model_stage7
+output_dir: C:\mergekit-main\stage8_pdq
+base_model: C:\mergekit-main\merged_model_BloodKrakenMuse
+models:
+  - model: C:\mergekit-main\merged_model_BloodKrakenMuse
+  - model: B:\12B\models--LatitudeGames--Muse-12B
+  - model: B:\12B\models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+  - model: B:\12B\models--inflatebot--MN-12B-Mag-Mell-R1
+  - model: C:\mergekit-main\merged_model_RedKFlux
+  - model: C:\mergekit-main\merged_model_redshift
+  - model: C:\mergekit-main\merged_model_kraken_karcher
+parameters:
+  chi: 0.15
+  iota: 0.1
+  nu: 24
+  gamma: 1.0
+  zeta: 16
+  sigma: 0.5
+  density: 0.9
+  epsilon: 0.099
+  lambda: 1.0
+  lazy_unpickle: True
+  random_seed: 420
+  name: 🧬 Ancient-Awakening-12B</code></pre>
+<h3 class="subheading">Stage 9: Magnitude-Preserving Othogonalized Ablation</h3>
+	<pre><code># python measure.py -m C:\mergekit-main\f8_pdq -o C:\mergekit-main\f8_pdq\ablit_proj --batch-size 8 --projected
+# python analyze_old.py C:\mergekit-main\f8_pdq\ablit_proj -c
+# sharded_ablate.py magmell.yml --normpreserve --projected
+#
+# The model to be ablated.
+model: C:\mergekit-main\f8_pdq
+#
+# The measurement file generated by measure.py for the model.
+measurements: C:\mergekit-main\f8_pdq\ablit_proj
+#
+# The directory where the new, ablated model will be saved.
+output: C:\mergekit-main\f8_pdq\ablit_biproj\
+#
+# The list of ablation operations to perform.
+# Strategy: Use the single best refusal direction from the peak signal layer (29)
+# and apply it across all relevant mid-to-late layers.
+ablate:
+  # Start ablating from the mid-layers where the signal begins to strengthen.
+  - layer: 0
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 1
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 2
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 3
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 4
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 5
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 6
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 7
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 8
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 9
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 10
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 11
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 12
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 13
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 14
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 15
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 16
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 17
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 18
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 19
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 20
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 21
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 22
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 23
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 24
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 25
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 26
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 27
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 28
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 29
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 30
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 31
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 32
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 33
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 34
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 35
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 36
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 37
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 38
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00
+  - layer: 39
+    measurement: 29
+    scale: 1.2
+    sparsity: 0.00</code></pre>
+</div>
+</div>
+</body>
+</html>
+</details>