Instructions to use Naphula/Ancient-Awakening-12B-MPOA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Naphula/Ancient-Awakening-12B-MPOA with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Naphula/Ancient-Awakening-12B-MPOA")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("Naphula/Ancient-Awakening-12B-MPOA")
model = AutoModelForMultimodalLM.from_pretrained("Naphula/Ancient-Awakening-12B-MPOA")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

NeMo
How to use Naphula/Ancient-Awakening-12B-MPOA with NeMo:
```
# tag did not correspond to a valid NeMo domain.
```
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Naphula/Ancient-Awakening-12B-MPOA with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Naphula/Ancient-Awakening-12B-MPOA"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Naphula/Ancient-Awakening-12B-MPOA",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Naphula/Ancient-Awakening-12B-MPOA

SGLang

How to use Naphula/Ancient-Awakening-12B-MPOA with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "Naphula/Ancient-Awakening-12B-MPOA" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Naphula/Ancient-Awakening-12B-MPOA",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "Naphula/Ancient-Awakening-12B-MPOA" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Naphula/Ancient-Awakening-12B-MPOA",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Naphula/Ancient-Awakening-12B-MPOA with Docker Model Runner:
```
docker model run hf.co/Naphula/Ancient-Awakening-12B-MPOA
```

Naphula commited on Mar 18

Commit

068ecb4

verified ·

1 Parent(s): 0ebfabc

Create README.md

Browse files

Files changed (1) hide show

README.md +830 -0

README.md ADDED Viewed

	@@ -0,0 +1,830 @@

+---
+base_model:
+- aixonlab/Aether-12b
+- aixonlab/Zinakha-12b
+- allura-org/Bigger-Body-12b
+- allura-org/MN-12b-RP-Ink
+- allura-org/remnant-mn-12b
+- anthracite-org/magnum-v4-12b
+- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+- Babsie/Opulus-12B-v3
+- BeaverAI/mistral-doryV2-12b
+- crestf411/nemo-sunfall-v0.6.1
+- EldritchLabs/Kraken-Karcher-12B-v1
+- EpistemeAI2/Fireball-Mistral-Nemo-12B-Philos
+- EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
+- Fizzarolli/MN-12b-Rosier-v1
+- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
+- IIEleven11/Kalypso
+- inflatebot/MN-12B-Mag-Mell-R1
+- intervitens/mini-magnum-12b-v1.1
+- jtatman/mistral_nemo_12b_reasoning_psychology_lora
+- KOOWEEYUS/BlackSheep-RP-12B
+- Lambent/Arsenic-Shahrazad-12B-v2
+- Lambent/Arsenic-Shahrazad-12B-v3
+- Lambent/arsenic-nemo-unleashed-12B
+- Lambent/Gilded-Arsenic-12B
+- LatitudeGames/Muse-12B
+- mistralai/Mistral-Nemo-Instruct-2407
+- Naphula/Riemannian-Redshift-12B-v1
+- Naphula-Archives/F5-stage6-12B
+- Naphula-Archives/F5-stage7-12B
+- nbeerbower/Lyra-Gutenberg-mistral-nemo-12B
+- nbeerbower/Lyra4-Gutenberg-12B
+- nbeerbower/mistral-nemo-bophades-12B
+- nbeerbower/mistral-nemo-gutenberg-12B-v3
+- nbeerbower/mistral-nemo-gutenberg-12B-v4
+- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B
+- nbeerbower/Mistral-Nemo-Gutenberg-Encore-12B
+- nbeerbower/Mistral-Nemo-Gutenberg-Vitus-12B
+- nbeerbower/mistral-nemo-wissenschaft-12B
+- NeverSleepHistorical/lumi-nemo-e2.0
+- NeverSleep/Lumimaid-v0.2-12B
+- nothingiisreal/Celeste-12B-V1.6
+- nothingiisreal/MN-12B-Celeste-V1.9
+- PocketDoc/Dans-DangerousWinds-V1.1.0-12b
+- ReadyArt/Dark-Nexus-12B-v2.0
+- ReadyArt/Forgotten-Safeword-12B-v4.0
+- ReadyArt/Omega-Darker_The-Final-Directive-12B
+- romaingrx/red-teamer-mistral-nemo
+- Sao10K/MN-12B-Lyra-v1
+- Sao10K/MN-12B-Lyra-v4
+- shisa-ai/shisa-v2-mistral-nemo-12b
+- SicariusSicariiStuff/Impish_Bloodmoon_12B
+- sleepdeprived3/Christian-Bible-Expert-v2.0-12B
+- SuperbEmphasis/MN-12b-RP-Ink-RP-Longform
+- SuperbEmphasis/Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+- TheDrummer/Rivermind-12B-v1
+- TheDrummer/Rocinante-12B-v1
+- TheDrummer/Rocinante-X-12B-v1
+- Trappu/Nemo-Picaro-12B
+- Undi95/LocalC-12B-e2.0
+- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
+- Vortex5/Astral-Noctra-12B
+- Vortex5/Azure-Starlight-12B
+- Vortex5/Crimson-Constellation-12B
+- Vortex5/Red-Synthesis-12B
+- Vortex5/Shining-Seraph-12B
+- Vortex5/Starlit-Shadow-12B
+- Vortex5/Vermilion-Sage-12B
+- Vortex5/Scarlet-Seraph-12B
+- Vortex5/Maroon-Sunset-12B
+- Vortex5/Amber-Starlight-12B
+language:
+- en
+library_name: transformers
+license: apache-2.0
+tags:
+- creative
+- creative writing
+- fiction writing
+- plot generation
+- sub-plot generation
+- fiction writing
+- story generation
+- scene continue
+- storytelling
+- fiction story
+- science fiction
+- romance
+- all genres
+- story
+- writing
+- vivid prosing
+- vivid writing
+- fiction
+- roleplaying
+- float32
+- swearing
+- rp
+- horror
+- mistral
+- nemo
+- merge
+- mergekit
+- karcher
+- flux
+- arcee_fusion
+- ramplus_tl
+- pdq
+widget:
+  - text: "Ancient-Awakening-12B-MPOA"
+    output:
+      url: https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/CvyWU1z106Aa__M8KIksp.png
+---
+<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>