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Fix warn2 Metadata
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---
language:
- en
- multilingual
base_model: Tomlim/myt5-large
model_type: myt5
model_creator: Nekochu
pretty_name: myt5-large-Stable-Diffusion-Prompt
library_name: transformers
pipeline_tag: text-generation
tags:
- stable-diffusion
- prompt-generation
- text-generation
- encoder-decoder
- structured-output
- human-curated
- finetune
datasets:
- Nekochu/discord-unstable-diffusion-SD-prompts
license: mit
prompt_template: >-
### Instruction:
Create stable diffusion metadata based on the given english description. {prompt}
### Response:
{output}
widget:
- text: "### Instruction:\nCreate stable diffusion metadata based on the given english description. a futuristic city\n\n### Response:\n"
example_title: "Cyberpunk City"
- text: "### Instruction:\nCreate stable diffusion metadata based on the given english description. a dragon in a mystical forest\n\n### Response:\n"
example_title: "Fantasy Dragon"
---
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</style>
<div class="container">
<div class="spec-card clickable glossy">
<div class="header-badges">
<span class="model-type">🎨 Stable Diffusion</span>
<span class="model-type">Text2Text</span>
</div>
<a href="https://huggingface.co/Tomlim/myt5-large" target="_blank" rel="noopener noreferrer">
<div class="spec-content">
<div class="spec-info">
<div class="spec-label">Architecture<div class="title-line"></div></div>
<div class="spec-value">
<span class="spec-architecture">myT5</span>
<span class="spec-params">1.2B</span>
</div>
</div>
<div class="progress-integrated">
<span class="progress-label-small">400k samples trained</span>
<div class="progress-bar-small">
<div class="progress-fill-small"></div>
</div>
<span class="progress-value-small"></span>
</div>
</div>
</a>
</div>
<div class="evolution-path">
<div class="api-check">
<a href="https://huggingface.co/docs/transformers/v4.52.3/en/model_doc/myt5" target="_blank" rel="noopener noreferrer">
<span class="api-check-icon">🔍</span>
<span>encoder-decoder >2023 models</span>
</a>
</div>
<div class="evolution-grid">
<div class="evolution-item">
<a href="https://huggingface.co/Nekochu/distilbart-cnn-12-6-SD-prompt" rel="noopener noreferrer">
<div class="evolution-name">DistilBART</div>
<div class="evolution-status status-pass"><span class="status-icon">✓</span> Efficient</div>
<div class="evolution-subtitle">encoder-decoder</div>
</a>
</div>
<div class="evolution-item">
<a href="https://huggingface.co/answerdotai/ModernBERT-large" rel="noopener noreferrer">
<div class="evolution-name">ModernBERT</div>
<div class="evolution-status status-fail"><span class="status-icon">✗</span> No seq2seq</div>
<div class="evolution-subtitle">encoder-only</div>
</a>
</div>
<div class="evolution-item">
<a href="https://huggingface.co/google/byt5-base" rel="noopener noreferrer">
<div class="evolution-name">ByT5</div>
<div class="evolution-status status-fail"><span class="status-icon">✗</span> Tokenizer</div>
<div class="evolution-subtitle">training failed</div>
</a>
</div>
<div class="evolution-item current">
<a href="https://huggingface.co/Tomlim/myt5-large" rel="noopener noreferrer">
<div class="evolution-name">myT5</div>
<div class="evolution-status status-neutral"><span class="status-icon">~</span> Limited 256 ctx</div>
<div class="evolution-subtitle">encoder-decoder</div>
</a>
</div>
</div>
</div>
<div class="code-container">
<div class="code-header">
<div class="c1"></div>
<div class="c2"></div>
<div class="c3"></div>
<span class="code-title">Run the Model</span>
</div>
<div class="code-content">
<pre><code><span class="keyword">from</span> <span class="module">transformers</span> <span class="keyword">import</span> <span class="function">AutoModelForSeq2SeqLM</span>, <span class="function">AutoTokenizer</span>
<span class="function">model</span> <span class="operator">=</span> <span class="function">AutoModelForSeq2SeqLM</span>.<span class="function">from_pretrained</span>(<span class="string">"Nekochu/myt5-large-SD-prompts"</span>, device_map<span class="operator">=</span><span class="string">"auto"</span>)
<span class="function">tokenizer</span> <span class="operator">=</span> <span class="function">AutoTokenizer</span>.<span class="function">from_pretrained</span>(<span class="string">"Nekochu/myt5-large-SD-prompts"</span>)
<span class="function">prompt</span> <span class="operator">=</span> <span class="string">"### Instruction:\nCreate stable diffusion metadata based on the given english description. a futuristic city\n\n### Response:\n"</span>
<span class="function">inputs</span> <span class="operator">=</span> <span class="function">tokenizer</span>(<span class="function">prompt</span>, return_tensors<span class="operator">=</span><span class="string">"pt"</span>, max_length<span class="operator">=</span><span class="number">256</span>, truncation<span class="operator">=</span><span class="keyword">True</span>).<span class="function">to</span>(<span class="function">model</span>.<span class="function">device</span>)
<span class="function">outputs</span> <span class="operator">=</span> <span class="function">model</span>.<span class="function">generate</span>(<span class="operator">**</span><span class="function">inputs</span>, max_length<span class="operator">=</span><span class="number">256</span>, num_beams<span class="operator">=</span><span class="number">5</span>, early_stopping<span class="operator">=</span><span class="keyword">True</span>)
<span class="function">result</span> <span class="operator">=</span> <span class="function">tokenizer</span>.<span class="function">decode</span>(<span class="function">outputs</span>[<span class="number">0</span>], skip_special_tokens<span class="operator">=</span><span class="keyword">True</span>)
<span class="function">print</span>(<span class="function">result</span>)</code></pre>
</div>
</div>
<div class="examples-mosaic">
<div class="example-tile">
<div class="example-icon">🏙️</div>
<div class="example-label">Cyberpunk City</div>
<span class="example-type">SFW</span>
<div class="example-preview">Nikon Z9 200mm f_8 ISO 160, (giant rifle structure), flawless ornate architecture, cyberpunk, neon lights, busy street, realistic, ray tracing, hasselblad</div>
</div>
<div class="example-tile">
<div class="example-icon">🐉</div>
<div class="example-label">Fantasy Dragon</div>
<span class="example-type">SFW</span>
<div class="example-preview">masterpiece, best quality, cinematic lighting, 1girl, solo, <lora:add_detail:0.55></div>
</div>
<div class="example-tile">
<div class="example-icon">😈</div>
<div class="example-label">Anime Succubus</div>
<span class="example-type">NSFW</span>
<div class="example-preview">masterpiece, best quality, highly detailed background, intricate, 1girl, (full-face blush, aroused:1.3), long hair, medium breasts, nipples</div>
</div>
</div>
<input type="checkbox" id="warning-toggle" />
<div class="experimental-warning">
<div class="warning-header">
<span class="warning-title">Experimental Model</span>
</div>
<ul class="warning-list">
<li class="warning-item">Structured output tasks perform best.</li>
</ul>
<label for="warning-toggle" class="shut-up-button">
<span class="text-glitch">SHUT UP!</span>
</label>
</div>
<details class="compact-dropdown">
<summary class="compact-summary">
<span class="summary-icon">🔬</span> Training Evolution & Alternative Attempts
</summary>
<div class="details-content">
<span class="details-corner-bl"></span>
<span class="details-corner-br"></span>
<div class="alternatives-grid">
<div class="alt-item">
<span class="alt-label">torchtune</span>
<a href="https://pastebin.com/raw/pA5enx91" class="alt-link" target="_blank" rel="noopener noreferrer">Qwen3-0.6B <span class="arrow"></span></a>
<div class="alt-subtitle">decoder-only</div>
</div>
<div class="alt-item">
<span class="alt-label">pytorch-lightning</span>
<a href="https://pastebin.com/n8S9UC7Y" class="alt-link" target="_blank" rel="noopener noreferrer">Zamba2-1.2B <span class="arrow"></span></a>
<div class="alt-subtitle">hybrid arch</div>
</div>
<div class="alt-item failed">
<span class="alt-label">tokenizer failed</span>
<span class="alt-link">google/byt5</span>
<div class="alt-subtitle">byte-level</div>
</div>
</div>
</div>
</details>
</div>