musafa901/Melody1437-26B-A4B-v2.0-GGUF overview

---

base_model:

• ReadyArt/Melody1437-26B-A4B-v2.0

base_model_relation: quantized

tags:

• gemma-4
• roleplay
• conversational
• instruct
• apache-2.0
• nsfw
• explicit
• erp
• adult-content
• mature
• unaligned

license: apache-2.0

---

<style>

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/ EVOLUTION NOTICE /

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/ CONTENT WARNING BANNER /

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padding: 15px;

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font-size: 1em;

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/ ARCHITECTURE SECTION /

.engine-section {

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/ COMPARISON BOX /

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/ LINK CARDS & SETTINGS /

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.link-card p {

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.link-button {

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font-weight: 600;

box-shadow: 0 0 10px rgba(76, 201, 240, 0.3);

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/ LISTS & DISCLAIMER /

.section ul {

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/ CREDITS SECTION /

.credit-list {

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@keyframes pulseIcon {

0%, 100% { opacity: 0.7; text-shadow: 0 0 5px rgba(76, 201, 240, 0.2); }

50% { opacity: 1; text-shadow: 0 0 15px rgba(76, 201, 240, 0.5); }

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/ TRAINING PARAMS TABLE /

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.params-table td {

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</style>

<div class="container">

<div class="header">

<h1 class="model-name">

<span class="rune-icon">✦</span> Melody1437-26B-A4B <span class="rune-icon">✦</span>

</h1>

<h2 style="font-size:1.5em; margin:10px 0; color:#4cc9f0; font-weight:500; font-family: 'Roboto Mono', monospace;">v2.0</h2>

<p class="subtitle">✨ It's a fabulous day! ✨</p>

</div>

<!-- EVOLUTION NOTICE -->

<div class="evolution-banner">

<strong>⚡ Evolutionary Upgrade:</strong> This is the <strong>same dataset</strong> as <span class="highlight">Melody1437-26B-A4B</span>,

retrained at a <span class="highlight">higher LoRA rank (64)</span> for enhanced expressiveness and capability.

</div>

<!-- CONTENT WARNING BANNER -->

<div class="nsfw-banner">

CONTENT ADVISORY: MATURE THEMES / ADULT INTERACTIONS<br>

<span style="font-size: 0.8em; font-weight: 400; text-transform: none;">This model is designed for mature audiences. Viewer discretion is advised.</span>

</div>

<div class="waifu-container">

<video class="waifu-img" autoplay loop muted playsinline controls>

<source src="https://huggingface.co/spaces/ReadyArt/README/resolve/main/Melody-v0.5.mp4" type="video/mp4">

Your browser does not support the video tag.

</video>

</div>

<div class="section" style="border-left: 4px solid #7209b7;">

<h2 class="section-title" style="color: #7209b7;">🔄 What Changed?</h2>

<p style="font-size: 1.1em; line-height: 1.6; margin-bottom: 15px;">

This model builds upon the foundation of <strong>Melody1437-26B-A4B</strong>, using the <strong>identical dataset</strong>

but with an upgraded LoRA configuration. The higher rank allows the model to capture more nuanced patterns

and deliver richer, more expressive outputs.

</p>

<div class="comparison-box">

<div class="comparison-item">

<div class="comparison-label">Original</div>

<div class="comparison-value">LoRA 24</div>

</div>

<div class="comparison-arrow">➡️</div>

<div class="comparison-item upgraded">

<div class="comparison-label">Evolved</div>

<div class="comparison-value">LoRA 64</div>

</div>

</div>

<ul>

<li>🧠 <strong>Same Dataset:</strong> Identical training data to Melody1437-26B-A4B</li>

<li>⚡ <strong>Higher LoRA Rank:</strong> 64 (vs original 24) for greater expressiveness</li>

<li>🎭 <strong>Enhanced Nuance:</strong> Captures subtleties the lower rank couldn't fully express</li>

</ul>

</div>

<div class="section engine-section">

<h2 class="section-title">🧬 Synthetic Life Engine</h2>

<p style="font-size: 1.2em; margin-bottom: 20px;">

The dataset was generated using our advanced <strong>Character Engine</strong> and <strong>Emotional Engine</strong>

within the synthetic dataset generator, breathing genuine life into every interaction.

</p>

<div class="engine-grid">

<div class="engine-card">

<h4>🎭 Character Engine</h4>

<p style="margin:0;">Ensures consistent personality traits, speech patterns, and behavioral logic across all contexts. No more broken personas.</p>

</div>

<div class="engine-card">

<h4>💓 Emotional Engine</h4>

<p style="margin:0;">Injects dynamic emotional states into responses, creating depth, empathy, and realistic reactions beyond simple pattern matching.</p>

</div>

<div class="engine-card">

<h4>✨ Quality Refinement</h4>

<p style="margin:0;">Automated detection and rewriting of repetitive phrases ensures fresh, high-quality dialogue in every turn.</p>

</div>

<div class="engine-card">

<h4>💬 Dialogue Integrity</h4>

<p style="margin:0;">Advanced quote normalization ensures perfectly balanced dialogue markers, preventing formatting errors in roleplay.</p>

</div>

</div>

</div>

<div class="section">

<h2 class="section-title">🔮 Training Process</h2>

<p style="font-size: 1.1em; line-height: 1.6;">

The model weights were subjected to <strong>iterative refinement</strong> during data creation.

Each conversation underwent multiple checks to ensure stability and alignment with the desired interaction style.

</p>

<ul>

<li>🔄 <strong>Multi-Turn Generation:</strong> Conversations were built turn-by-turn, allowing context to flow naturally.</li>

<li>🛡️ <strong>Refusal Filtering:</strong> Automated systems detected and removed unwanted refusals during dataset creation.</li>

<li>🧹 <strong>Slop Cleaning:</strong> Undesirable phrases were identified and rewritten by dedicated assistant models.</li>

</ul>

</div>

<div class="section engine-section">

<h2 class="section-title">🛠️ Training Parameters</h2>

<p style="font-size: 1.1em; line-height: 1.6; margin-bottom: 15px;">

This model was fine-tuned using <strong>LoRA (Low-Rank Adaptation)</strong> with the following configuration:

</p>

<table class="params-table">

<thead>

<tr>

<th>Parameter</th>

<th>Value</th>

</tr>

</thead>

<tbody>

<tr>

<td>Training Method</td>

<td><strong>LoRA (Low-Rank Adaptation)</strong></td>

</tr>

<tr>

<td>LoRA Rank (r)</td>

<td><strong>64</strong></td>

</tr>

<tr>

<td>Epochs</td>

<td><strong>3</strong></td>

</tr>

</tbody>

</table>

</div>

<div class="section">

<h2 class="section-title">📚 Dataset Overview</h2>

<p style="font-size: 1.1em; line-height: 1.6;">

The model's knowledge base was imprinted upon a <strong>Explicit Adult ERP dataset</strong>,

weaving a vast tapestry of knowledge into its weights during the initial training. This ensures a

rich foundation for all future interactions.

</p>

<ul>

<li>🔞 <strong>Content Rating:</strong> Strictly 18+ (Adults Only)</li>

<li>🎭 <strong>Focus:</strong> Erotic Roleplay, Mature Themes, Uncensored Dialogue</li>

<li>🌈 <strong>Diversity:</strong> Generated using variable system prompts and emotional states for varied responses.</li>

</ul>

</div>

<div class="section">

<h2 class="section-title">📜 Version Notes</h2>

<ul>

<li>⚠️ <strong>Content Warning:</strong> This model is capable of generating NSFW content. Use responsibly.</li>

<li>🧹 <strong>Clean Output:</strong> Reasoning tags and excessive markdown have been stripped for cleaner roleplay.</li>

<li>⬆️ <strong>Evolution:</strong> Same dataset as Melody1437-26B-A4B, retrained at LoRA 64 for enhanced performance.</li>

</ul>

</div>

<div class="section">

<h2 class="section-title">🎭 Usage Guidelines</h2>

<p style="font-size: 1.1em; line-height: 1.6;">

To unlock the full potential of this model, <strong>a structured roleplay system prompt is required</strong>.

This model is optimized for immersive character interaction rather than standard instructional queries.

</p>

<ul>

<li>📝 <strong>Initialization:</strong> Begin sessions with a clear character definition and scenario context.</li>

<li>🎭 <strong>Format:</strong> Use asterisks for actions <code>like this</code> and quotes for dialogue <code>"like this"</code>.</li>

<li>⚠️ <strong>Limitation:</strong> Standard query-based prompting may result in refusals.</li>

<li>💡 <strong>Tip:</strong> The model expects balanced quotes. Ensure your input dialogue is properly formatted.</li>

</ul>

</div>

<div class="section" style="border: 3px solid #e94560; background: rgba(233, 69, 96, 0.1); box-shadow: 0 0 20px rgba(233, 69, 96, 0.1);">

<h2 class="section-title" style="color: #ff9aa2;">⚠️ Technical Note</h2>

<p style="color: #ff9aa2; font-weight: 600; font-size: 1.2em; text-align: center; margin: 20px 0; text-transform: none; letter-spacing: 0.5px;">

Only text layers were trained on.

</p>

</div>

<div class="section">

<h2 class="section-title">⚙️ Configuration</h2>

<div class="quant-links">

<div class="link-card">

<h3>🎛️ Sampling Config</h3>

<p>top_p: <strong>0.95</strong> <br> temp: <strong>0.8</strong> <br> min_p: <strong>0.03</strong></p>

</div>

<div class="link-card">

<h3>📦 Quantized Files</h3>

<p>GGUF Quants Below</p>

<a href="https://huggingface.co/ReadyArt/Melody1437-26B-A4B-v2.0-GGUF" class="link-button">View Repository</a>

</div>

</div>

</div>

<div class="section">

<h2 class="section-title">💖 Credits</h2>

<ul class="credit-list">

<li>

<img src="https://huggingface.co/avatars/55f24699e05af4295a9d16ddecd81f8a.svg" alt="GECFDO Avatar" class="avatar">

<span><strong>GECFDO</strong> – Data Generation & iMatrix Quants</span>

</li>

<li>

<img src="https://huggingface.co/avatars/75a3eb8d24efb96b7b7e69340845028f.svg" alt="Sleep Deprived Avatar" class="avatar">

<span><strong>Sleep Deprived</strong> – Dataset Generator</span>

</li>

<li>

<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/6759e155bc947d6070775cb9/FW3jKJ-t8iH9MPGeWzyX5.png" alt="FrenzyBiscuit Avatar" class="avatar">

<span><strong>FrenzyBiscuit</strong> – Fine-Tuning & Dataset Creation</span>

</li>

</ul>

</div>

<div class="section">

<h2 class="section-title">🔖 License & Usage</h2>

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<p style="margin:0;">⚠️ <strong>USAGE AGREEMENT:</strong></p>

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<li>📜 This model is built upon the <strong>Apache 2.0</strong> license.</li>

<li>🛡️ You accept <strong>full responsibility</strong> for all outputs generated.</li>

<li>🔞 You confirm you are at least <strong>18 years old</strong>.</li>

<li>🌍 The creators bear <strong>no responsibility</strong> for how the model is used.</li>

<li>🏡 To the extent legally allowed under the original decree this model is for <strong>personal use only</strong> (non-profit/non-commercial).</li>

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<span class="badge">Apache 2.0</span>

<span class="badge">Personal Use</span>

<span class="badge">18+ Content</span>

<span class="badge">NSFW</span>

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