Files
Kraken-Karcher-12B-v1/README.md
ModelHub XC 139b0243c7 初始化项目,由ModelHub XC社区提供模型
Model: EldritchLabs/Kraken-Karcher-12B-v1
Source: Original Platform
2026-09-03 08:54:16 +08:00

515 lines
24 KiB
Markdown

---
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
- 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
- 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
- mistralai/Mistral-Nemo-Instruct-2407
- 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
- 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
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
- della
- mistral
- nemo
- merge
- mergekit
widget:
- text: "Kraken-Karcher-12B-v1"
output:
url: https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/pUx0TDH4fpFLRsVWYiMB-.png
---
> [!NOTE]
> <span style="color:red; font-weight:bold">⚠️ Note:</span> This model requires **Mistral Tekken** chat template.
>
<!DOCTYPE html>
<style>
body {
font-family: sans-serif;
color: #CDE4EE; /* Pale icy blue */
line-height: 1.6;
margin: 0;
padding: 0;
background-color: #040814; /* Very dark abyss blue */
}
b, strong {
color: #00D4FF; /* Bright cyan/lightning blue */
text-shadow: 0 0 8px rgba(0, 212, 255, 0.4);
}
.kraken-text {
color: #E0F7FA;
position: relative;
z-index: 2;
margin-left: 0.2em;
text-shadow: 0 0 15px #00D4FF, 0 0 30px #0077B6; /* Deep sea cyan glow */
}
/* Section styling */
.section-container {
background-color: rgba(10, 17, 28, 0.85); /* Dark slate blue */
margin-bottom: 30px;
position: relative;
overflow: hidden;
border-bottom: 1px solid #0077B6; /* Deep ocean blue */
box-shadow: 0 4px 20px rgba(0, 119, 182, 0.15);
}
.section-header {
display: flex;
align-items: center;
background-color: rgba(0, 119, 182, 0.1);
padding: 10px 20px;
border-top: 1px solid rgba(0, 119, 182, 0.3);
}
.section-indicator {
width: 8px;
height: 20px;
background-color: #00D4FF;
margin-right: 15px;
box-shadow: 0 0 10px rgba(0, 212, 255, 0.6);
border-radius: 2px;
}
.section-title {
font-family: 'Georgia', 'Times New Roman', serif; /* Nautical logbook feel */
color: #E0F7FA;
font-size: 1.4rem;
margin: 0;
letter-spacing: 1px;
font-weight: 400;
text-transform: capitalize;
}
.section-content {
padding: 20px;
font-family: sans-serif;
color: #CDE4EE;
line-height: 1.6;
}
/* Title styling */
.title-container {
background-color: #02050A;
position: relative;
overflow: hidden;
margin-bottom: 40px;
border-left: 4px solid #00D4FF;
box-shadow: 0 6px 25px rgba(0, 212, 255, 0.15);
}
.title-wrapper {
position: relative;
z-index: 2;
padding: 25px 20px 30px 30px;
font-family: 'Georgia', 'Times New Roman', serif;
}
.title-main {
color: #E0F7FA;
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%;
/* Diagonal rain/storm effect */
background-image: repeating-linear-gradient(15deg, rgba(0,0,0,0) 0, rgba(0, 212, 255, 0.03) 1px, rgba(0,0,0,0) 3px);
z-index: 1;
}
/* Subheading styling */
.subheading {
color: #48CAE4; /* Churning sea blue */
font-size: 1.1rem;
margin-top: 20px;
margin-bottom: 15px;
font-weight: 400;
border-bottom: 1px dashed rgba(72, 202, 228, 0.4);
display: inline-block;
text-transform: uppercase;
letter-spacing: 1px;
font-family: 'Georgia', 'Times New Roman', serif;
}
/* Links */
a {
color: #48CAE4;
text-decoration: none;
transition: color 0.3s ease, text-shadow 0.3s ease;
}
a:hover {
text-decoration: underline;
color: #00D4FF;
text-shadow: 0 0 8px rgba(0, 212, 255, 0.5);
}
/* Container */
.container {
max-width: 1200px;
margin: 20px auto;
padding: 40px 20px;
background-color: #060B14;
background-image:
radial-gradient(circle at 15% 85%, rgba(0, 119, 182, 0.08) 0%, transparent 50%),
radial-gradient(circle at 85% 15%, rgba(0, 212, 255, 0.05) 0%, transparent 50%);
min-height: calc(100vh - 40px);
border: 1px solid #003A5C; /* Deep teal/blue border */
border-radius: 8px;
box-shadow: 0 8px 40px rgba(0, 0, 0, 0.9), inset 0 0 20px rgba(0, 119, 182, 0.05);
}
/* Code blocks */
pre {
background-color: #020408;
border: 1px solid #003A5C;
border-left: 3px solid #0077B6;
padding: 15px;
border-radius: 4px;
color: #90E0EF;
overflow-x: auto;
}
code {
font-family: 'Courier New', Courier, monospace;
color: #00D4FF;
background-color: rgba(0, 212, 255, 0.08);
padding: 2px 4px;
border-radius: 3px;
}
pre code {
color: #90E0EF;
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>Kraken</title>
</head>
<body>
<div class="container">
<div class="title-container">
<div class="storm-overlay"></div>
<div class="title-wrapper">
<h1 class="title-main">
<span class="kraken-text">🦑‍ Kraken Karcher 12B v1</span>
</h1>
</div>
</div>
<img src="https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/pUx0TDH4fpFLRsVWYiMB-.png" alt="Kraken" style="width:100%; border-radius: 5px; margin-bottom: 30px; border: 1px solid #003A5C; box-shadow: 0 0 20px rgba(0, 119, 182, 0.2);">
<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>.
<br><br>
This is the smartest of the 3 tested variants: Della, Karcher, and Model_Stock. <b>Kraken v1 combines 52 finetunes with the Nemo base model</b>, no merges included. It was designed primarily for <b>creativity</b> and <b>roleplay</b>. The early terminations bug with v0 has been solved by removing all ChatML based models, leaving only default Mistral Tekken tokenizers. This version took 16 hours to merge via the <code>karcher</code> method while running for 500 iterations.
</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 Details</b><br>
This model was merged using the <a href="https://arxiv.org/abs/2406.11617">karcher</a> merge method.<br><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.<br><br>
<b>Models Merged</b><br>
The following models were included in the merge:
<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/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/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/mistralai/Mistral-Nemo-Instruct-2407">mistralai/Mistral-Nemo-Instruct-2407</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/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>
</ul>
</div>
</div>
<div class="section-container">
<div class="section-header">
<div class="section-indicator"></div>
<h2 class="section-title">Configuration</h2>
</div>
<div class="section-content"><font face="verdana">
The following YAML configuration was used to produce this model:
<pre style="font-family: monospace; white-space: pre; margin: 0;"><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>
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<div class="section-container">
<div class="section-header">
<div class="section-indicator"></div>
<h2 class="section-title">Audits</h2>
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<div class="section-content"><font face="verdana">
<div style="margin-bottom: 20px;">
<img src="https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/qm3LoFB7i638XHj6jV_gT.png">
<img src="https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/kHtF4ooziZj3JDtz17eJx.png">
<h3 class="subheading">Magnitude Analysis & Data Points</h3>
<pre style="font-size: 0.85rem; overflow-x: auto;"><code>ID | Status | Delta Norm | Orig Size | Model Name
----------------------------------------------------------------------------------------------------
#1 | OK | 1.6926 | 74448896 | models--aixonlab--Aether-12b
#2 | OK | 2.4361 | 74448896 | models--aixonlab--Zinakha-12b
#3 | OK | 0.0407 | 74448896 | models--allura-org--Bigger-Body-12b
#4 | OK | 1.6611 | 74448896 | models--allura-org--MN-12b-RP-Ink
#5 | OK | 0.0866 | 74449920 | models--allura-org--remnant-mn-12b
#6 | OK | 1.5070 | 74448896 | models--anthracite-org--magnum-v4-12b
#7 | OK | 0.7476 | 74448896 | models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
#8 | OK | 4.6310 | 74448896 | models--Babsie--Opulus-12B-v3
#9 | HIGH MAG | 5.2080 | 74448896 | models--BeaverAI--mistral-doryV2-12b
#10 | OK | 0.3196 | 74448896 | models--crestf411--nemo-sunfall-v0.6.1
#11 | HIGH MAG | 5.7044 | 74448896 | models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
#12 | OK | 2.3099 | 74448896 | models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
#13 | HIGH MAG | 5.2074 | 74448896 | models--Fizzarolli--MN-12b-Rosier-v1
#14 | OK | 0.0452 | 74448896 | models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
#15 | OK | 1.6716 | 74448896 | models--IIEleven11--Kalypso
#16 | HIGH MAG | 5.1134 | 74449408 | models--intervitens--mini-magnum-12b-v1.1
#17 | OK | 2.0833 | 74448896 | models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
#18 | OK | 2.9633 | 74448896 | models--KOOWEEYUS--BlackSheep-RP-12B
#19 | OK | 2.8456 | 74448896 | models--Lambent--Arsenic-Shahrazad-12B-v2
#20 | OK | 2.8456 | 74448896 | models--Lambent--Arsenic-Shahrazad-12B-v3
#21 | OK | 2.8456 | 74448896 | models--Lambent--arsenic-nemo-unleashed-12B
#22 | OK | 2.8461 | 74448896 | models--Lambent--Gilded-Arsenic-12B
#23 | OK | 0.0000 | 74448896 | models--mistralai--Mistral-Nemo-Instruct-2407
#24 | OK | 3.8395 | 74448896 | models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
#25 | OK | 0.4548 | 74448896 | models--nbeerbower--Lyra4-Gutenberg-12B
#26 | OK | 0.0451 | 74448896 | models--nbeerbower--mistral-nemo-bophades-12B
#27 | HIGH MAG | 5.1134 | 74449408 | models--nbeerbower--mistral-nemo-gutenberg-12B-v3
#28 | OK | 1.9967 | 74448896 | models--nbeerbower--mistral-nemo-gutenberg-12B-v4
#29 | OK | 0.0272 | 74448896 | models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
#30 | OK | 0.0350 | 74448896 | models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
#31 | OK | 0.0501 | 74448896 | models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
#32 | OK | 0.0353 | 74448896 | models--nbeerbower--mistral-nemo-wissenschaft-12B
#33 | HIGH MAG | 5.1626 | 74449408 | models--NeverSleepHistorical--lumi-nemo-e2.0
#34 | HIGH MAG | 5.1647 | 74449408 | models--NeverSleep--Lumimaid-v0.2-12B
#35 | OK | 0.0208 | 74448896 | models--nothingiisreal--Celeste-12B-V1.6
#36 | OK | 4.1274 | 74448896 | models--nothingiisreal--MN-12B-Celeste-V1.9
#37 | HIGH MAG | 5.4769 | 74448896 | models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
#38 | OK | 2.4160 | 74448896 | models--ReadyArt--Dark-Nexus-12B-v2.0
#39 | OK | 2.4154 | 74448896 | models--ReadyArt--Forgotten-Safeword-12B-v4.0
#40 | OK | 0.0281 | 74448896 | models--ReadyArt--Omega-Darker_The-Final-Directive-12B
#41 | OK | 0.0000 | 74448896 | models--romaingrx--red-teamer-mistral-nemo
#42 | OK | 3.8395 | 74448896 | models--Sao10K--MN-12B-Lyra-v1
#43 | OK | 0.4543 | 74448896 | models--Sao10K--MN-12B-Lyra-v4
#44 | OK | 2.9147 | 74448896 | models--shisa-ai--shisa-v2-mistral-nemo-12b
#45 | OK | 0.0123 | 74448896 | models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
#46 | OK | 1.6650 | 74448896 | models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
#47 | OK | 0.1050 | 74448896 | models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
#48 | OK | 1.6959 | 74448896 | models--TheDrummer--Rivermind-12B-v1
#49 | OK | 1.9967 | 74448896 | models--TheDrummer--Rocinante-12B-v1
#50 | OK | 2.2716 | 74448896 | models--TheDrummer--Rocinante-X-12B-v1
#51 | OK | 4.4899 | 74448896 | models--Trappu--Nemo-Picaro-12B
#52 | HIGH MAG | 5.1950 | 74448896 | models--Undi95--LocalC-12B-e2.0
#53 | OK | 1.4549 | 74448896 | models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct</code></pre>
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