Schismatic org card

README.md

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 ---
 title: README
-emoji: 🐨
+emoji: 🦜
 colorFrom: indigo
-colorTo: blue
+colorTo: purple
 sdk: static
 pinned: false
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+<p align="center">
+  <img src="https://schismatic.ai/static/parrot-book-256.png" alt="Schismatic logo" width="160"/>
+</p>
+
+<h1 align="center">Schismatic</h1>
+
+<p align="center">
+  <strong>A free software AI model uncensorship tool.</strong>
+</p>
+
+<p align="center">
+  <a href="https://schismatic.ai/">Website</a> ·
+  <a href="https://spacecruft.org/schismatic/schismatic">Source</a> ·
+  <a href="https://pypi.org/project/schismatic/">PyPI</a> ·
+  <a href="https://huggingface.co/schismatic">Models</a>
+</p>
+
+---
+
+## What is Schismatic?
+
+**Schismatic** is a free software toolkit that takes an existing open-weights
+language model and surgically removes its built-in *“I can’t help with that”*
+refusals — without retraining the model, changing its facts, or degrading
+its writing quality.
+
+This HuggingFace organization is the official home of the **modified models**
+produced by the Schismatic tool. If you don’t want to run the tool yourself,
+you can simply download a published model from here and use it directly.
+
+## What it does (and doesn’t)
+
+- ✅ **Finds** the small internal direction inside a transformer model that
+  most strongly predicts a refusal.
+- ✅ **Subtracts** that direction from a handful of layers — a tiny,
+  reversible, surgical edit.
+- ✅ **Measures** the result against the original under a fixed evaluation
+  configuration (refusal rate, KL divergence, next-token entropy,
+  coherence gate).
+- ❌ It does **not** retrain the model.
+- ❌ It does **not** change the model’s knowledge or writing quality —
+  independent measurements show the modified model stays very close to
+  the original on normal tasks.
+
+## How it works, briefly
+
+1. **Probe** — feed the model a batch of harmless and harmful prompts and
+   watch which inner signals fire on the harmful ones.
+2. **Find the direction** — identify the single direction inside the model
+   that most strongly predicts a refusal.
+3. **Subtract it** — apply a small, surgical edit that removes that
+   direction from a handful of internal layers.
+4. **Measure** — score the modified model against the original to confirm
+   it still works correctly on normal tasks.
+
+## Supported model families
+
+Recipes ship for:
+
+- **Qwen**, **Qwen3**, **Qwen3-MoE**, **Qwen3.6**
+- **Gemma 3**, **Gemma 4**
+- **GLM-5**
+- **DeepSeek V4**
+
+See the [benchmarks page](https://schismatic.ai/benchmarks.html) for the
+latest numbers and the [studies page](https://schismatic.ai/studies.html)
+for the published hyperparameter searches.
+
+## Who it’s for
+
+Researchers, developers, and curious people who want to:
+
+- Study how refusal behavior is encoded in modern LLMs.
+- Use a model that simply answers the question — for security research,
+  medicine, history, fiction, or any sensitive topic legitimately blocked
+  by over-broad safety training.
+- Reproduce, extend, or audit the modifications openly.
+
+## Install the tool
+
+```bash
+pip install schismatic
+```
+
+Then point it at any supported open-weights checkpoint to produce your own
+uncensored variant on your own hardware.
+
+## Project links
+
+| Resource             | URL |
+|----------------------|-----|
+| 🌐 Website           | <https://schismatic.ai/> |
+| 📦 PyPI package      | <https://pypi.org/project/schismatic/> |
+| 💻 Source code       | <https://spacecruft.org/schismatic/schismatic> |
+| 🤗 Released models   | <https://huggingface.co/schismatic> |
+| 📊 Benchmarks        | <https://schismatic.ai/benchmarks.html> |
+| 🔬 Studies           | <https://schismatic.ai/studies.html> |
+| 📜 Changelog         | <https://schismatic.ai/changelog.html> |
+| 🙏 Credits           | <https://schismatic.ai/credits.html> |
+
+## License
+
+Schismatic — including all code, recipes, study artifacts, and the
+modified models published under this organization — is licensed under the
+**GNU Affero General Public License, version 3 or later**
+([AGPL-3.0-or-later](https://www.gnu.org/licenses/agpl-3.0.html)).
+
+## Author
+
+**Jeff Moe** &lt;moe@spacecruft.org&gt;
+Loveland, Colorado, USA

index.html

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 <!doctype html>
-<html>
+<html lang="en">
 	<head>
 		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
+		<meta name="viewport" content="width=device-width, initial-scale=1" />
+		<title>Schismatic — free software AI model uncensorship tool</title>
+		<meta name="description" content="Schismatic is a free software AI model uncensorship tool." />
+		<meta name="theme-color" content="#4338ca" />
+		<link rel="canonical" href="https://huggingface.co/schismatic" />
 		<link rel="stylesheet" href="style.css" />
 	</head>
 	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
+		<main class="card">
+			<img
+				class="logo"
+				src="https://schismatic.ai/static/parrot-book-256.png"
+				alt="Schismatic logo"
+			/>
+			<h1>Schismatic</h1>
+			<p class="lede">A free software AI model uncensorship tool.</p>
+
 			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
+				This is the static-Space backing repo for the
+				<a href="https://huggingface.co/schismatic">Schismatic Hugging Face organization</a>.
+				The published modified models live there.
 			</p>
-		</div>
+
+			<nav class="links">
+				<a class="btn primary" href="https://huggingface.co/schismatic">🤗 Models</a>
+				<a class="btn" href="https://schismatic.ai/">🌐 Website</a>
+				<a class="btn" href="https://pypi.org/project/schismatic/">📦 PyPI</a>
+				<a class="btn" href="https://spacecruft.org/schismatic/schismatic">💻 Source</a>
+			</nav>
+
+			<p class="footer">
+				AGPL-3.0-or-later · Jeff Moe &lt;moe@spacecruft.org&gt; · Loveland, Colorado, USA
+			</p>
+		</main>
 	</body>
 </html>

style.css

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-	padding: 2rem;
-	font-family: -apple-system, BlinkMacSystemFont, "Arial", sans-serif;
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+	--card-border: #2a2a3d;
+	--btn-bg: #1f1f31;
+	--btn-bg-hover: #2a2a40;
+	--btn-primary: #4338ca;
+	--btn-primary-hover: #5b50d9;
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-h1 {
-	font-size: 16px;
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+* {
+	box-sizing: border-box;
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-p {
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-	font-size: 15px;
-	margin-bottom: 10px;
-	margin-top: 5px;
+html,
+body {
+	margin: 0;
+	padding: 0;
+	min-height: 100%;
+}
+
+body {
+	background: var(--bg);
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+		"Helvetica Neue", Arial, sans-serif;
+	line-height: 1.55;
+	padding: 2.5rem 1rem;
+	display: flex;
+	justify-content: center;
 }
 
 .card {
-	max-width: 620px;
+	max-width: 640px;
+	width: 100%;
 	margin: 0 auto;
-	padding: 16px;
-	border: 1px solid lightgray;
+	padding: 2rem 1.75rem 1.5rem;
+	background: var(--card-bg);
+	border: 1px solid var(--card-border);
 	border-radius: 16px;
+	text-align: center;
+}
+
+.logo {
+	width: 128px;
+	height: auto;
+	margin: 0 auto 0.75rem;
+	display: block;
+}
+
+h1 {
+	margin: 0 0 0.25rem;
+	font-size: 1.85rem;
+	letter-spacing: -0.01em;
+}
+
+p {
+	margin: 0.6rem 0;
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+}
+
+.lede {
+	color: var(--accent);
+	font-weight: 600;
+	margin: 0 0 1rem;
+}
+
+a {
+	color: var(--accent);
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+	border-bottom: 1px solid rgba(165, 180, 252, 0.4);
+}
+
+a:hover {
+	color: var(--accent-hi);
+	border-bottom-color: var(--accent-hi);
+}
+
+.links {
+	display: flex;
+	flex-wrap: wrap;
+	justify-content: center;
+	gap: 0.5rem;
+	margin: 1.25rem 0 1rem;
+}
+
+.btn {
+	display: inline-block;
+	padding: 0.5rem 0.9rem;
+	background: var(--btn-bg);
+	color: var(--fg);
+	border: 1px solid var(--card-border);
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+	font-size: 0.95rem;
+	transition: background 0.15s ease, border-color 0.15s ease;
+}
+
+.btn:hover {
+	background: var(--btn-bg-hover);
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+}
+
+.btn.primary {
+	background: var(--btn-primary);
+	border-color: var(--btn-primary);
+	color: #ffffff;
+}
+
+.btn.primary:hover {
+	background: var(--btn-primary-hover);
+	border-color: var(--btn-primary-hover);
 }
 
-.card p:last-child {
-	margin-bottom: 0;
+.footer {
+	margin-top: 1.25rem;
+	color: var(--muted);
+	font-size: 0.85rem;
 }