Downloads · 30 days
15
14% of all-time downloads
myt5-large-SD-prompts
Nekochu/myt5-large-SD-prompts
myt5-large-SD-prompts is a text generation model from Nekochu. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
<style body{font-family:-apple-system,BlinkMacSystemFont,'SF Pro Display','Segoe UI',Roboto,sans-serif;background:0a0a0f;color:e0e0e0;margin:0;padding:20px} .container{max-width:900px;margin:0 auto;background:radial-g…
All-time downloads
106
Public
Parameters
1.2B
16.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.9 GB · 66%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jun 12, 2025
- Updated
- Jul 21, 2025
- SHA
- 491a3d85
Try a prompt
Base models
Model card
From the Hugging Face model README
<style>
body{font-family:-apple-system,BlinkMacSystemFont,'SF Pro Display','Segoe UI',Roboto,sans-serif;background:#0a0a0f;color:#e0e0e0;margin:0;padding:20px}
.container{max-width:900px;margin:0 auto;background:radial-gradient(circle at 50% 0%,rgba(20,20,30,0.95),#0a0a0f 70%);border-radius:24px;padding:30px;box-shadow:0 20px 60px rgba(138,43,226,0.15),0 0 100px rgba(0,150,255,0.1);border:1px solid rgba(138,43,226,0.2);position:relative;overflow:hidden}
.container::before{content:'';position:absolute;inset:0;background:linear-gradient(rgba(138,43,226,0.05) 1px,transparent 1px),linear-gradient(90deg,rgba(138,43,226,0.05) 1px,transparent 1px);background-size:40px 40px;pointer-events:none;animation:grid-scroll 3s linear infinite;opacity:0.3}
@keyframes grid-scroll{from{background-position:0 0}to{background-position:40px 40px}}
.spec-card{background:linear-gradient(rgba(30,30,40,0.1),rgba(30,30,40,0.05)),url('https://i.imgur.com/ZElzgLk.gif') fixed 50px 0/50vw 60vh;border:1px solid rgba(138,43,226,0.3);padding:20px;border-radius:16px;position:relative;overflow:hidden;transition:all 0.3s ease;clip-path:polygon(0 0,calc(100% - 15px) 0,100% 15px,100% 100%,15px 100%,0 calc(100% - 15px));margin-bottom:20px;min-height:120px}
.spec-card a{text-decoration:none;color:inherit;display:block}
.spec-card.clickable{cursor:pointer}
.spec-card.clickable:hover{transform:translateY(-5px);box-shadow:0 15px 40px rgba(138,43,226,0.4);border-color:#8a2be2}
.header-badges{position:absolute;top:10px;right:20px;display:flex;gap:8px}
.model-type{background:rgba(138,43,226,0.2);border:1px solid rgba(138,43,226,0.5);padding:4px 10px;border-radius:20px;font-size:0.7em;color:#d8b4fe;font-weight:500;transition:all 0.2s ease}
.model-type:hover{background:rgba(138,43,226,0.3);border-color:#8a2be2;transform:translateY(-1px)}
.spec-content{display:flex;justify-content:space-between;align-items:center;gap:20px;margin-top:30px}
.spec-label{font-size:0.9em;color:#999;text-transform:uppercase;letter-spacing:1px;margin-bottom:8px;position:relative;display:inline-block}
.spec-label .title-line{position:absolute;bottom:-2px;left:0;width:0%;height:1px;background:linear-gradient(90deg,#8a2be2,#0096ff);transition:width 0.3s ease}
.spec-card.clickable:hover .title-line{width:100%}
.spec-architecture{font-size:1.5em;color:#8a2be2;font-weight:700;text-shadow:0 0 15px rgba(138,43,226,0.5)}
.spec-params{font-size:1.2em;color:#999}
.progress-integrated{flex:0 0 220px;display:flex;flex-direction:column;gap:5px}
.progress-label-small{font-size:0.75em;color:#999;text-transform:uppercase;letter-spacing:1px}
.progress-bar-small{height:8px;background:rgba(138,43,226,0.1);border-radius:4px;overflow:hidden;position:relative}
.progress-fill-small{height:100%;width:0%;background:linear-gradient(90deg,#8a2be2,#0096ff);border-radius:4px;transition:width 2s cubic-bezier(0.25,1,0.5,1);position:relative}
.spec-card:hover .progress-fill-small{width:70%}
.progress-fill-small::after{content:'';position:absolute;inset:0;background:linear-gradient(90deg,transparent 0%,rgba(255,255,255,0.3) 50%,transparent 100%);animation:shimmer 2s infinite;opacity:0}
.spec-card:hover .progress-fill-small::after{opacity:1}
@keyframes shimmer{0%{transform:translateX(-100%)}100%{transform:translateX(100%)}}
.progress-value-small{font-size:0.85em;color:#8a2be2;font-weight:700;text-align:center;opacity:0;transition:opacity 0.5s ease}
.spec-card:hover .progress-value-small{opacity:1}
.progress-value-small::after{content:'70%'}
.spec-card.glossy::before{content:'';position:absolute;top:0;left:-150%;width:100%;height:100%;background:linear-gradient(90deg,transparent,rgba(255,255,255,0.1),transparent);transition:left 0.8s ease;transform:skewX(-25deg)}
.spec-card.glossy:hover::before{left:150%}
.evolution-path{margin-bottom:15px;position:relative}
.evolution-grid{display:flex;gap:10px;position:relative;align-items:stretch}
.evolution-item:not(:last-child)::after{content:'→';position:absolute;right:-13px;top:50%;transform:translateY(-50%);color:#8a2be2;font-size:1em;opacity:0.5;z-index:10}
.evolution-item{background:linear-gradient(rgba(30,30,40,0.1),rgba(30,30,40,0.05)),url('https://i.imgur.com/ZElzgLk.gif') fixed 50px 0/50vw 60vh;border-radius:12px;padding:10px 8px;text-align:center;position:relative;transition:all 0.3s ease;border:1px solid rgba(138,43,226,0.2);flex:1;min-width:0;display:flex;flex-direction:column;justify-content:center;min-height:80px}
.evolution-item::before{content:'';position:absolute;inset:2px;background:rgba(30,30,40,0.3);border:1px solid rgba(138,43,226,0.1);border-radius:10px;z-index:-1}
.evolution-item:hover{transform:scale(1.05);border-color:#8a2be2;background:rgba(138,43,226,0.1)}
.evolution-item .evolution-name{font-size:0.85em;color:#b19cd9;font-weight:600;line-height:1.2}
.evolution-item a{color:inherit;text-decoration:none}
.evolution-item a:hover{text-decoration:none}
.evolution-item .evolution-status{font-size:0.65em;margin-top:4px;display:flex;align-items:center;justify-content:center;gap:2px;line-height:1.1}
.evolution-subtitle{font-size:0.55em;color:#999;opacity:0;max-height:0;overflow:hidden;transition:all 0.3s ease}
.evolution-item:hover .evolution-subtitle{opacity:1;max-height:20px;margin-top:2px}
.status-icon{font-size:0.9em}
.status-pass{color:#50fa7b}
.status-fail{color:#ff5555}
.status-neutral{color:#f1fa8c}
.evolution-item.current{box-shadow:0 0 20px rgba(138,43,226,0.4);border-color:#8a2be2}
.api-check{position:absolute;top:-20px;right:0;font-size:0.65em;display:flex;align-items:center;gap:4px;opacity:0.7;transition:all 0.3s ease}
.api-check:hover{opacity:1;transform:translateY(-2px)}
.api-check a{color:#8a2be2;text-decoration:none;display:flex;align-items:center;gap:3px}
.api-check-icon{font-size:0.9em}
.code-container{background:linear-gradient(135deg,rgba(10,10,15,0.95),rgba(10,10,15,0.85));border:1px solid rgba(138,43,226,0.2);border-radius:12px;overflow:hidden;margin:20px 0}
.code-header{background:#191622;padding:8px 12px;display:flex;align-items:center;gap:6px;border-bottom:1px solid rgba(138,43,226,0.2);position:relative}
.code-header div{width:10px;height:10px;border-radius:50%}
.c1{background:#ff5f56}
.c2{background:#ffbd2e}
.c3{background:#27c93f}
.code-title{position:absolute;left:50%;transform:translateX(-50%);font-size:0.8em;color:#999;font-weight:500;letter-spacing:0.5px}
.code-content{padding:15px}
pre{margin:0;overflow-x:auto;font-size:0.85em}
code{font-family:'SF Mono',Monaco,'Cascadia Code',monospace;line-height:1.5;color:#e0e0e0}
.keyword{color:#ff79c6;font-weight:600}
.string{color:#f1fa8c}
.function{color:#70c0ba}
.module{color:#8be9fd}
.operator{color:#ff79c6}
.number{color:#bd93f9}
.examples-mosaic{display:flex;gap:12px;margin:20px 0;justify-content:space-between}
.example-tile{background:rgba(30,30,40,0.8);border:1px solid rgba(138,43,226,0.2);border-radius:12px;padding:15px;position:relative;overflow:hidden;transition:all 0.3s ease;cursor:pointer;flex:1;min-width:0;min-height:120px;display:flex;flex-direction:column}
.example-tile::before{content:'';position:absolute;left:0;top:0;width:3px;height:100%;background:linear-gradient(180deg,#8a2be2,#0096ff);opacity:0;transition:opacity 0.3s ease}
.example-tile:hover::before{opacity:1}
.example-tile:hover{transform:perspective(500px) rotateY(5deg);border-color:#8a2be2;box-shadow:5px 0 20px rgba(138,43,226,0.2);min-height:180px}
.example-icon{font-size:1.5em;margin-bottom:8px;position:relative;z-index:1}
.example-label{font-size:0.9em;font-weight:600;margin-bottom:5px;position:relative;z-index:1}
.example-type{display:inline-block;padding:4px 10px;background:rgba(138,43,226,0.2);border-radius:10px;font-size:0.7em;color:#b19cd9;position:relative;z-index:1;line-height:1.4;margin-bottom:2px}
.example-preview{margin-top:auto;padding:0;background:rgba(0,0,0,0.3);border-radius:8px;font-size:0.75em;font-family:'SF Mono',monospace;color:#999;max-height:0;overflow:hidden;transition:all 0.3s ease;opacity:0;line-height:1.4;word-break:break-word;position:relative;z-index:1}
.example-tile:hover .example-preview{max-height:300px;padding:10px;opacity:1}
#warning-toggle{display:none}
.experimental-warning{background:linear-gradient(135deg,rgba(255,165,0,0.08),rgba(255,165,0,0.03));border:1px solid rgba(255,165,0,0.4);border-radius:16px;padding:20px 20px 70px 40px;margin:20px 0 20px 20px;position:relative;overflow:visible;animation:pulse-border 2s ease-in-out infinite;transition:all 0.3s ease}
#warning-toggle:checked ~ .experimental-warning{display:none}
.experimental-warning::before{content:'⚠️';position:absolute;left:-5px;top:20px;transform:translateX(-100%);font-size:1.4em;animation:pulse 2s ease-in-out infinite}
@keyframes pulse{0%,100%{opacity:1}50%{opacity:0.5}}
.experimental-warning::after{content:'';position:absolute;inset:0;background:linear-gradient(45deg,transparent 30%,rgba(255,165,0,0.1) 50%,transparent 70%);animation:warning-sweep 3s linear infinite;z-index:0}
@keyframes warning-sweep{0%{transform:translateX(-100%)}100%{transform:translateX(100%)}}
@keyframes pulse-border{0%,100%{box-shadow:0 0 15px rgba(255,165,0,0.2),inset 0 0 10px rgba(255,165,0,0.1);border-color:rgba(255,165,0,0.4)}50%{box-shadow:0 0 25px rgba(255,165,0,0.4),inset 0 0 15px rgba(255,165,0,0.2);border-color:rgba(255,165,0,0.6)}}
.warning-header{display:flex;align-items:center;gap:10px;margin-bottom:15px;position:relative;z-index:1}
.warning-title{font-weight:700;font-size:1.1em;color:#ffa500;text-shadow:0 0 10px rgba(255,165,0,0.3)}
.warning-list{list-style:none;padding:0;margin:0;position:relative;z-index:1}
.warning-item{position:relative;color:rgba(224,224,224,0.9);font-size:0.9em;padding-left:25px}
.warning-item::before{content:'';position:absolute;left:0;top:50%;transform:translateY(-50%);width:10px;height:10px;background:linear-gradient(135deg,#ffa500,#ff8c00);clip-path:polygon(100% 50%,0 0,0 100%);filter:drop-shadow(0 0 3px rgba(255,165,0,0.5))}
.shut-up-button{position:absolute;bottom:24px;right:32px;background:rgba(20,20,20,0.95);border:1px solid #FF4500;padding:12px 24px;font-size:0.9em;font-family:'SF Mono',monospace;letter-spacing:2px;cursor:pointer;transition:none;z-index:100;text-transform:uppercase;clip-path:polygon(0 0,calc(100% - 15px) 0,100% 15px,100% 100%,15px 100%,0 calc(100% - 15px));overflow:visible;isolation:isolate}
.shut-up-button::before,.shut-up-button::after{content:'';position:absolute;width:15px;height:15px;pointer-events:none}
.shut-up-button::before{top:0;left:0;border-top:2px solid #FF4500;border-left:2px solid #FF4500}
.shut-up-button::after{top:0;right:0;border-top:2px solid #FF4500;border-right:2px solid #FF4500}
.text-glitch{position:relative;color:#FF4500;text-shadow:0 0 10px rgba(255,69,0,0.8);z-index:5;display:inline-block}
.text-glitch::before{content:'';position:absolute;bottom:-12px;left:-24px;width:15px;height:15px;border-bottom:2px solid #FF4500;border-left:2px solid #FF4500;pointer-events:none}
.text-glitch::after{content:'';position:absolute;bottom:-12px;right:-24px;width:15px;height:15px;border-bottom:2px solid #FF4500;border-right:2px solid #FF4500;pointer-events:none}
.shut-up-button:hover{background:rgba(255,0,0,0.1);animation:button-flicker 0.1s steps(2) infinite}
@keyframes button-flicker{0%{opacity:1}50%{opacity:0.8}100%{opacity:1}}
.shut-up-button:hover::before{content:'SHUT UP!';position:absolute;top:0;left:0;right:0;bottom:0;display:flex;align-items:center;justify-content:center;background:rgba(20,20,20,0.9);color:#FF4500;border:1px solid #FF4500;clip-path:polygon(0 0,calc(100% - 15px) 0,100% 15px,100% 100%,15px 100%,0 calc(100% - 15px));z-index:-1;animation:glitch-1 0.08s steps(1) infinite}
.shut-up-button:hover::after{content:'SHUT UP!';position:absolute;top:0;left:0;right:0;bottom:0;display:flex;align-items:center;justify-content:center;background:rgba(20,20,20,0.8);color:#FF6600;border:1px solid #FF6600;clip-path:polygon(0 0,calc(100% - 15px) 0,100% 15px,100% 100%,15px 100%,0 calc(100% - 15px));z-index:-2;animation:glitch-2 0.11s steps(1) infinite}
@keyframes glitch-1{0%,50%{opacity:0;transform:translate(0,0)}25%{opacity:0.9;transform:translate(-1px,0)}75%{opacity:0.8;transform:translate(1px,0)}}
@keyframes glitch-2{0%,60%{opacity:0;transform:translate(0,0)}30%{opacity:0.7;transform:translate(0,-1px)}80%{opacity:0.6;transform:translate(0,1px)}}
.shut-up-button:hover .text-glitch{animation:text-flicker 0.06s steps(2) infinite}
@keyframes text-flicker{0%{opacity:1;transform:scale(1)}50%{opacity:0.9;transform:scale(1.01)}100%{opacity:1;transform:scale(1)}}
.shut-up-button:hover .text-glitch::before{content:'SHUT UP!';position:absolute;top:0;left:0;color:#00FFFF;mix-blend-mode:screen;animation:text-glitch-1 0.1s steps(1) infinite;clip-path:inset(0 0 0 0)}
.shut-up-button:hover .text-glitch::after{content:'SHUT UP!';position:absolute;top:0;left:0;color:#FF00FF;mix-blend-mode:screen;animation:text-glitch-2 0.13s steps(1) infinite;clip-path:inset(0 0 0 0)}
@keyframes text-glitch-1{0%,70%{opacity:0}35%{opacity:0.8;transform:translate(-1px,0);clip-path:inset(0 50% 0 0)}85%{opacity:0.7;transform:translate(1px,0);clip-path:inset(0 0 0 50%)}}
@keyframes text-glitch-2{0%,80%{opacity:0}40%{opacity:0.7;transform:translate(1px,0);clip-path:inset(50% 0 0 0)}90%{opacity:0.6;transform:translate(-1px,0);clip-path:inset(0 0 50% 0)}}
.shut-up-button:active{background:rgba(255,0,0,0.3);transform:scale(0.98);box-shadow:0 0 50px rgba(255,0,0,1),inset 0 0 30px rgba(255,0,0,0.6)}
.shut-up-button:active .text-glitch{color:#FF0000;text-shadow:-2px 0 #00FFFF,2px 0 #FF00FF,0 0 30px rgba(255,0,0,1)}
@media (max-width:768px){.shut-up-button{bottom:16px;right:16px;padding:10px 20px;font-size:0.8em}.spec-content{flex-direction:column;gap:15px}.progress-integrated{flex:1;width:100%}.header-badges{position:static;margin-bottom:15px;justify-content:center}.evolution-grid,.examples-mosaic,.alternatives-grid{flex-wrap:wrap}.evolution-item,.example-tile,.alt-item{min-width:calc(50% - 5px)}}
details.compact-dropdown{margin:20px 0}
summary.compact-summary{cursor:pointer;padding:12px 18px;background:linear-gradient(135deg,rgba(30,30,40,0.9),rgba(30,30,40,0.7));border:1px solid rgba(138,43,226,0.2);border-radius:12px;font-weight:600;display:flex;align-items:center;gap:10px;transition:all 0.3s ease}
summary.compact-summary:hover{border-color:#8a2be2;background:rgba(138,43,226,0.1)}
.summary-icon{font-size:1.2em}
summary.compact-summary::after{content:'›';margin-left:auto;font-size:1.5em;font-weight:700;transition:transform 0.3s ease;color:rgba(138,43,226,0.8);transform-origin:center center;display:inline-block}
details[open] summary.compact-summary::after{transform:rotate(90deg)}
.details-content{padding:20px;background:linear-gradient(135deg,rgba(20,20,32,0.98),rgba(20,20,32,0.9));border:1px solid rgba(138,43,226,0.3);border-radius:12px;margin-top:10px;position:relative}
.details-content::before,.details-content::after,.details-corner-bl,.details-corner-br{content:'';position:absolute;width:12px;height:12px;pointer-events:none}
.details-content::before{top:0;left:0;border-top:2px solid #8a2be2;border-left:2px solid #8a2be2}
.details-content::after{top:0;right:0;border-top:2px solid #8a2be2;border-right:2px solid #8a2be2}
.details-corner-bl{bottom:0;left:0;border-bottom:2px solid #8a2be2;border-left:2px solid #8a2be2}
.details-corner-br{bottom:0;right:0;border-bottom:2px solid #8a2be2;border-right:2px solid #8a2be2}
.alternatives-grid{display:flex;gap:12px;justify-content:space-between}
.alt-item{text-align:center;padding:15px;background:rgba(138,43,226,0.05);border-radius:12px;border:1px solid rgba(138,43,226,0.2);transition:all 0.3s ease;position:relative;flex:1;min-width:0}
.alt-item::before{content:'';position:absolute;inset:3px;background:rgba(138,43,226,0.03);border:1px solid rgba(138,43,226,0.15);border-radius:10px;z-index:-1;transition:all 0.3s ease}
.alt-item:hover{transform:translateY(-2px);box-shadow:0 5px 15px rgba(138,43,226,0.2);border-color:#8a2be2}
.alt-item:hover::before{inset:5px;background:rgba(138,43,226,0.08)}
.alt-label{font-size:0.8em;color:#999;display:block;text-transform:uppercase;letter-spacing:0.5px;margin-bottom:8px}
.alt-link{color:#8a2be2;text-decoration:none;font-size:0.9em;font-weight:600;display:flex;align-items:center;justify-content:center;gap:5px}
.alt-link .arrow{transition:transform 0.3s ease}
.alt-item:hover .arrow{transform:translateX(3px)}
.alt-subtitle{font-size:0.65em;color:#666;opacity:0;max-height:0;overflow:hidden;transition:all 0.3s ease}
.alt-item:hover .alt-subtitle{opacity:1;max-height:20px;margin-top:4px}
.alt-item.failed{opacity:0.7}
.alt-item.failed .alt-link{color:#666;cursor:not-allowed}
</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>- Task
- Text Generation
- Library
- transformers
- Type
- t5
- License
- mit
- Languages
- en, multilingual
- Created
- Jun 12, 2025
- Updated
- Jul 21, 2025