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Lucent-Witch-31B
Cyclone-Labs/Lucent-Witch-31B
Lucent-Witch-31B is a image-text-to-text model from Cyclone-Labs. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
<section class="card" <div class="frame-outer" aria-hidden="true"</div <div class="frame-inner" aria-hidden="true"</div
All-time downloads
73
Public
Parameters
31.3B
62.6 GB on disk
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3
Public
Repo makeup
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.safetensors62.5 GB · 100%
At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- gemma4
- Access
- Public
- Created
- Sep 21, 2026
- Updated
- Sep 23, 2026
- SHA
- 877d16d8
Try a prompt
Base models
Model card
From the Hugging Face model README
<section class="card">
<div class="frame-outer" aria-hidden="true"></div>
<div class="frame-inner" aria-hidden="true"></div>
<figure class="hero">
<div class="hero-shell">
<img src="cover.png" alt="Lucent-Witch-31B artwork">
</div>
</figure>
<div class="content">
<header class="header">
<div class="upper-rune" aria-hidden="true">
<span></span>
<i>✦</i>
<b>◇</b>
<i>✦</i>
<span></span>
</div>
<div class="title-sigil" aria-hidden="true">
<div class="sigil-ray sigil-ray-left"></div>
<div class="sigil-center">
<span>◇</span>
<i>◆</i>
</div>
<div class="sigil-ray sigil-ray-right"></div>
</div>
<h1>Lucent-Witch-31B</h1>
<div class="title-rule" aria-hidden="true">
<span></span>
<i>✦</i>
<b>◇</b>
<i>✦</i>
<span></span>
</div>
</header>
<section class="section">
<div class="heading">
<span class="heading-sigil" aria-hidden="true">✦</span>
<h2>Overview</h2>
<span class="heading-line" aria-hidden="true"></span>
</div>
<div class="overview">
<div class="overview-corner overview-corner-a" aria-hidden="true"></div>
<div class="overview-corner overview-corner-b" aria-hidden="true"></div>
<div class="overview-rune" aria-hidden="true">◇</div>
<div class="overview-inner">
<p>
<strong>Lucent-Witch-31B</strong> was created by combining
<a href="https://huggingface.co/google/gemma-4-31B-it">gemma-4-31B-it</a>,
<a href="https://huggingface.co/Vortex5/Helios-Flare-31B">Helios-Flare-31B</a>,
<a href="https://huggingface.co/Vortex5/Scarlet-Shadow-31B">Scarlet-Shadow-31B</a>,
and
<a href="https://huggingface.co/Darkhn/Gemma-4-31B-Animus-V15.0">Gemma-4-31B-Animus-V15.0</a>
using a custom merge method.
</p>
</div>
<details class="config">
<summary>
<span class="config-name">
<span class="config-glyph" aria-hidden="true">◆</span>
Merge Configuration
</span>
<span class="config-toggle" aria-hidden="true"></span>
</summary>
<div class="code-wrap">
<pre><code>base_model: google/gemma-4-31B-it
models:
- model: Vortex5/Helios-Flare-31B
parameters:
weight:
- filter: model.vision_tower
value: 0.00
- filter: model.embed_vision
value: 0.00
- filter: self_attn.q_proj.weight
value: 1.00
- filter: self_attn.k_proj.weight
value: 1.00
- filter: self_attn.v_proj.weight
value: [0.96, 0.98, 1.00, 1.03, 1.06, 1.09, 1.11, 1.13]
- filter: self_attn.o_proj.weight
value: [0.98, 1.00, 1.03, 1.06, 1.08, 1.11, 1.13, 1.15]
- filter: mlp.gate_proj.weight
value: [0.98, 1.00, 1.02, 1.05, 1.07, 1.10, 1.12, 1.14]
- filter: mlp.up_proj.weight
value: [0.98, 1.00, 1.03, 1.06, 1.08, 1.11, 1.13, 1.15]
- filter: mlp.down_proj.weight
value: [1.00, 1.02, 1.04, 1.07, 1.09, 1.12, 1.14, 1.16]
- filter: model.language_model.embed_tokens.weight
value: 1.00
- filter: model.language_model.norm.weight
value: 1.00
- filter: model.language_model.layers.
value: 1.00
- value: 0.00
- model: Vortex5/Scarlet-Shadow-31B
parameters:
weight:
- filter: model.vision_tower
value: 0.00
- filter: model.embed_vision
value: 0.00
- filter: self_attn.q_proj.weight
value: 0.00
- filter: self_attn.k_proj.weight
value: 0.00
- filter: self_attn.v_proj.weight
value: [0.16, 0.18, 0.20, 0.23, 0.26, 0.29, 0.32, 0.34]
- filter: self_attn.o_proj.weight
value: [0.18, 0.21, 0.24, 0.27, 0.31, 0.34, 0.37, 0.39]
- filter: mlp.gate_proj.weight
value: [0.22, 0.25, 0.28, 0.31, 0.34, 0.37, 0.39, 0.40]
- filter: mlp.up_proj.weight
value: [0.24, 0.27, 0.30, 0.33, 0.36, 0.39, 0.41, 0.42]
- filter: mlp.down_proj.weight
value: [0.18, 0.21, 0.24, 0.27, 0.30, 0.32, 0.34, 0.35]
- filter: model.language_model.embed_tokens.weight
value: 0.00
- filter: model.language_model.norm.weight
value: 0.00
- filter: model.language_model.layers.
value: 0.00
- value: 0.00
- model: Darkhn/Gemma-4-31B-Animus-V15.0
parameters:
weight:
- filter: model.vision_tower
value: 0.00
- filter: model.embed_vision
value: 0.00
- filter: self_attn.q_proj.weight
value: 0.00
- filter: self_attn.k_proj.weight
value: 0.00
- filter: self_attn.v_proj.weight
value: [0.22, 0.25, 0.28, 0.31, 0.34, 0.36, 0.38, 0.39]
- filter: self_attn.o_proj.weight
value: [0.24, 0.27, 0.30, 0.34, 0.37, 0.40, 0.42, 0.43]
- filter: mlp.gate_proj.weight
value: [0.38, 0.43, 0.48, 0.52, 0.54, 0.53, 0.50, 0.46]
- filter: mlp.up_proj.weight
value: [0.40, 0.45, 0.50, 0.55, 0.57, 0.56, 0.52, 0.48]
- filter: mlp.down_proj.weight
value: [0.32, 0.36, 0.40, 0.44, 0.47, 0.47, 0.44, 0.40]
- filter: model.language_model.embed_tokens.weight
value: 0.00
- filter: model.language_model.norm.weight
value: 0.00
- filter: model.language_model.layers.
value: 0.00
- value: 0.00
merge_method: bsc
chat_template: auto
parameters:
gain: 0.96
balance: 1.00
synthesis: 0.82
anchor: 0.90
dtype: float32
out_dtype: bfloat16
tokenizer:
source: base</code></pre>
</div>
</details>
</div>
</section>
<section class="section">
<div class="heading">
<span class="heading-sigil" aria-hidden="true">✦</span>
<h2>Intended Use</h2>
<span class="heading-line" aria-hidden="true"></span>
</div>
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<div class="spell-cap spell-cap-top" aria-hidden="true">
<span></span>
<i>✦</i>
<b>◇</b>
<i>✦</i>
<span></span>
</div>
<div class="spell-list">
<article class="spell-item">
<div class="spell-node" aria-hidden="true">
<span>◇</span>
</div>
<div class="spell-copy">
<h3>Roleplay</h3>
<p>Character-driven interaction, personas, dialogue, emotional scenes, and long-form roleplay.</p>
</div>
<div class="spell-tail" aria-hidden="true">✦</div>
</article>
<article class="spell-item">
<div class="spell-node" aria-hidden="true">
<span>◆</span>
</div>
<div class="spell-copy">
<h3>Creative Writing</h3>
<p>Fiction, dialogue, atmosphere, descriptive writing, stylistic drafting, and imaginative prose.</p>
</div>
<div class="spell-tail" aria-hidden="true">◇</div>
</article>
<article class="spell-item">
<div class="spell-node" aria-hidden="true">
<span>✧</span>
</div>
<div class="spell-copy">
<h3>Storytelling</h3>
<p>Long-form narratives, worldbuilding, continuity, evolving characters, and multi-character plots.</p>
</div>
<div class="spell-tail" aria-hidden="true">◆</div>
</article>
<article class="spell-item">
<div class="spell-node" aria-hidden="true">
<span>✦</span>
</div>
<div class="spell-copy">
<h3>Interactive Fiction</h3>
<p>Branching narratives, scenario play, character interaction, and continuously evolving stories.</p>
</div>
<div class="spell-tail" aria-hidden="true">◇</div>
</article>
</div>
<div class="spell-cap spell-cap-bottom" aria-hidden="true">
<span></span>
<i>✦</i>
<b>◆</b>
<i>✦</i>
<span></span>
</div>
</div>
</section>
</div>
</section>
<style>
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radial-gradient(
ellipse at 50% 48%,
rgba(74, 24, 95, 0.08),
transparent 44%
),
linear-gradient(
180deg,
rgba(5, 2, 7, 0.91),
rgba(1, 1, 2, 0.97)
);
}
.spellbook::before {
content: "";
position: absolute;
left:
35px;
top:
65px;
bottom:
65px;
width:
1px;
background:
linear-gradient(
180deg,
transparent,
rgba(127, 62, 153, 0.34) 8%,
rgba(127, 62, 153, 0.34) 92%,
transparent
);
}
.spellbook::after {
content: "";
position: absolute;
left:
34px;
top:
50%;
width:
3px;
height:
58%;
transform:
translateY(-50%);
background:
radial-gradient(
ellipse,
rgba(131, 68, 157, 0.17),
transparent 72%
);
pointer-events:
none;
}
.spellbook-back-rune {
position: absolute;
right:
-27px;
top:
50%;
transform:
translateY(-50%)
rotate(45deg);
color:
rgba(128, 67, 151, 0.045);
font-size:
10rem;
pointer-events:
none;
}
.spell-cap {
position: relative;
z-index:
2;
display:
flex;
align-items:
center;
justify-content:
center;
width:
min(240px, 82%);
margin:
0 auto;
}
.spell-cap-top {
margin-bottom:
22px;
}
.spell-cap-bottom {
margin-top:
24px;
}
.spell-cap span {
flex:
1;
height:
1px;
background:
linear-gradient(
90deg,
transparent,
rgba(128, 63, 154, 0.34)
);
}
.spell-cap span:last-child {
transform:
scaleX(-1);
}
.spell-cap i,
.spell-cap b {
font-style:
normal;
font-weight:
400;
}
.spell-cap i {
margin:
0 6px;
color:
rgba(145, 82, 171, 0.48);
font-size:
0.42rem;
}
.spell-cap b {
margin:
0 4px;
color:
rgba(192, 127, 214, 0.65);
font-size:
0.56rem;
}
.spell-list {
position: relative;
z-index:
2;
}
.spell-item {
position: relative;
display: grid;
grid-template-columns:
44px minmax(0, 1fr) 20px;
gap:
0 12px;
align-items:
center;
min-height:
124px;
padding:
21px 5px 21px 0;
border-bottom:
1px solid rgba(77, 33, 95, 0.27);
}
.spell-item:last-child {
border-bottom:
0;
}
.spell-item::before {
content: "";
position: absolute;
left:
35px;
top:
0;
width:
34%;
height:
1px;
opacity:
0;
background:
linear-gradient(
90deg,
rgba(184, 110, 208, 0.46),
transparent
);
transition:
opacity 0.2s ease;
}
.spell-item:hover::before {
opacity:
1;
}
.spell-item:hover {
background:
linear-gradient(
90deg,
rgba(91, 28, 114, 0.07),
transparent 80%
);
}
.spell-node {
position: relative;
display: flex;
align-items:
center;
justify-content:
center;
width:
44px;
height:
44px;
}
.spell-node::before {
content: "";
position: absolute;
left:
50%;
top:
50%;
width:
24px;
height:
24px;
border:
1px solid rgba(145, 75, 173, 0.43);
background:
#050207;
transform:
translate(-50%, -50%)
rotate(45deg);
}
.spell-node::after {
content: "";
position: absolute;
left:
50%;
top:
50%;
width:
11px;
height:
11px;
border:
1px solid rgba(188, 118, 211, 0.21);
transform:
translate(-50%, -50%)
rotate(45deg);
}
.spell-node span {
position: relative;
z-index:
2;
color:
#c991dc;
font-size:
0.54rem;
}
.spell-copy {
min-width:
0;
padding:
3px 0;
}
.spell-copy h3 {
margin:
0 0 9px;
color:
#e0bee9;
font-family:
Perpetua,
Constantia,
"Palatino Linotype",
Georgia,
serif;
font-size:
1.16rem;
font-style:
normal;
font-synthesis:
none;
font-weight:
400;
line-height:
1.18;
letter-spacing:
0.03em;
}
.spell-copy p {
margin:
0;
color:
var(--text-soft);
font-size:
0.92rem;
line-height:
1.64;
overflow-wrap:
normal;
word-break:
normal;
}
.spell-tail {
display:
flex;
align-items:
center;
justify-content:
center;
color:
rgba(156, 87, 182, 0.45);
font-size:
0.43rem;
}
@container (min-width: 430px) {
.content {
padding:
65px 36px
76px;
}
.header {
margin-bottom:
94px;
}
.title-sigil {
width:
250px;
height:
58px;
margin-bottom:
21px;
}
.header h1 {
font-size:
2.25rem;
font-size:
clamp(2.25rem, 8cqw, 4.6rem);
letter-spacing:
0.025em;
}
.title-rule {
margin-top:
30px;
}
.heading h2 {
font-size:
1.4rem;
}
.heading-sigil {
font-size:
0.82rem;
}
.overview-inner {
padding:
31px 27px 28px;
}
.overview-inner p {
font-size:
1.08rem;
line-height:
1.82;
}
.config summary {
min-height:
60px;
padding:
14px 16px;
font-size:
0.9rem;
}
.config pre {
padding:
21px 16px 25px;
font-size:
0.76rem;
line-height:
1.62;
}
.spellbook {
padding:
39px 22px 42px;
}
.spellbook::before {
left:
42px;
}
.spellbook::after {
left:
41px;
}
.spell-item {
grid-template-columns:
52px minmax(0, 1fr) 22px;
gap:
0 16px;
min-height:
137px;
padding:
23px 8px 23px 0;
}
.spell-item::before {
left:
43px;
}
.spell-node {
width:
52px;
height:
52px;
}
.spell-node::before {
width:
28px;
height:
28px;
}
.spell-copy h3 {
font-size:
1.3rem;
margin-bottom:
10px;
}
.spell-copy p {
font-size:
1rem;
line-height:
1.68;
}
}
@container (min-width: 700px) {
.content {
padding:
80px 62px
92px;
}
.header {
margin-bottom:
108px;
}
.title-sigil {
width:
300px;
height:
66px;
}
.header h1 {
font-size:
3.45rem;
font-size:
clamp(3.45rem, 7.4cqw, 4.6rem);
letter-spacing:
0.04em;
}
.section {
margin-bottom:
108px;
}
.heading {
margin-bottom:
32px;
}
.heading h2 {
font-size:
1.65rem;
}
.overview-inner {
padding:
39px 37px 35px;
}
.overview-inner p {
font-size:
1.16rem;
line-height:
1.88;
}
.config {
width:
calc(100% - 28px);
margin:
0 14px 14px;
}
.config summary {
min-height:
66px;
padding:
15px 19px;
font-size:
1rem;
}
.config pre {
padding:
25px 20px 29px;
font-size:
0.84rem;
line-height:
1.65;
}
.spellbook {
padding:
48px 38px 52px;
}
.spellbook::before {
left:
53px;
}
.spellbook::after {
left:
52px;
}
.spell-item {
grid-template-columns:
66px minmax(0, 1fr) 28px;
gap:
0 21px;
min-height:
150px;
padding:
26px 11px 26px 0;
}
.spell-item::before {
left:
54px;
}
.spell-node {
width:
66px;
height:
66px;
}
.spell-node::before {
width:
32px;
height:
32px;
}
.spell-node::after {
width:
14px;
height:
14px;
}
.spell-node span {
font-size:
0.65rem;
}
.spell-copy h3 {
font-size:
1.5rem;
margin-bottom:
11px;
}
.spell-copy p {
max-width:
790px;
font-size:
1.08rem;
line-height:
1.72;
}
}
@container (min-width: 1000px) {
.content {
padding:
94px 92px
108px;
}
.header {
margin-bottom:
122px;
}
.title-sigil {
width:
350px;
height:
74px;
}
.sigil-ray {
width:
78px;
height:
36px;
}
.sigil-center {
width:
64px;
height:
64px;
margin:
0 18px;
}
.sigil-center::before {
width:
42px;
height:
42px;
}
.sigil-center::after {
width:
24px;
height:
24px;
}
.header h1 {
font-size:
4.6rem;
letter-spacing:
0.055em;
}
.heading h2 {
font-size:
1.82rem;
}
.overview-inner p {
font-size:
1.2rem;
}
.spellbook {
padding:
55px 56px 60px;
}
.spell-copy h3 {
font-size:
1.58rem;
}
.spell-copy p {
font-size:
1.12rem;
}
}
@media (max-width: 760px) {
.card {
margin:
24px auto;
}
}
</style>
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- gemma4
- License
- apache-2.0
- Created
- Sep 21, 2026
- Updated
- Sep 23, 2026