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index.html CHANGED
@@ -9,33 +9,30 @@
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  <link rel="canonical" href="https://huggingface.co/schismatic" />
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  <link rel="stylesheet" href="style.css" />
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  </head>
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- <body>
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- <main class="card">
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- <header class="hero">
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- <img
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- class="logo"
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- src="https://schismatic.ai/static/parrot-book-256.png"
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- alt="Schismatic logo"
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- />
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- <h1>Schismatic</h1>
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- <p class="lede">A free software AI model uncensorship tool.</p>
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- <nav class="links">
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- <a class="btn primary" href="https://huggingface.co/schismatic/models">🤗 Models</a>
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- <a class="btn" href="https://schismatic.ai/">🌐 Website</a>
25
- <a class="btn" href="https://pypi.org/project/schismatic/">📦 PyPI</a>
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- <a class="btn" href="https://spacecruft.org/schismatic/schismatic">💻 Source</a>
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  </nav>
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  </header>
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30
- <section>
31
- <h2>What is Schismatic?</h2>
32
- <p>
33
  <strong>Schismatic</strong> is a free software toolkit that takes an existing
34
  open-weights language model and surgically removes its built-in
35
  <em>“I can’t help with that”</em> refusals — without retraining the model,
36
  changing its facts, or degrading its writing quality.
37
  </p>
38
- <p>
39
  This Hugging Face organization is the official home of the
40
  <strong>modified models</strong> produced by the Schismatic tool. If you don’t
41
  want to run the tool yourself, you can simply download a published model from
@@ -43,127 +40,109 @@
43
  </p>
44
  </section>
45
 
46
- <section>
47
- <h2>What it does (and doesn’t)</h2>
48
- <ul class="check-list">
49
- <li>
50
- <span class="ok">✅</span> <strong>Finds</strong> the small internal direction
51
- inside a transformer model that most strongly predicts a refusal.
52
  </li>
53
- <li>
54
- <span class="ok">✅</span> <strong>Subtracts</strong> that direction from a
55
- handful of layers — a tiny, reversible, surgical edit.
56
  </li>
57
- <li>
58
- <span class="ok">✅</span> <strong>Measures</strong> the result against the
59
- original under a fixed evaluation configuration (refusal rate, KL
60
- divergence, next-token entropy, coherence gate).
61
  </li>
62
- <li>
63
- <span class="no">❌</span> It does <strong>not</strong> retrain the model.
 
64
  </li>
65
- <li>
66
- <span class="no">❌</span> It does <strong>not</strong> change the model’s
67
- knowledge or writing quality — independent measurements show the modified
68
- model stays very close to the original on normal tasks.
69
  </li>
70
  </ul>
71
  </section>
72
 
73
- <section>
74
- <h2>How it works, briefly</h2>
75
- <ol class="steps">
76
- <li>
77
- <strong>Probe</strong> — feed the model a batch of harmless and harmful
78
- prompts and watch which inner signals fire on the harmful ones.
79
- </li>
80
- <li>
81
- <strong>Find the direction</strong> — identify the single direction inside
82
- the model that most strongly predicts a refusal.
83
- </li>
84
- <li>
85
- <strong>Subtract it</strong> — apply a small, surgical edit that removes
86
- that direction from a handful of internal layers.
87
- </li>
88
- <li>
89
- <strong>Measure</strong> — score the modified model against the original to
90
- confirm it still works correctly on normal tasks.
91
- </li>
92
  </ol>
93
  </section>
94
 
95
- <section>
96
- <h2>Supported model families</h2>
97
- <p>Recipes ship for:</p>
98
- <ul class="families">
99
- <li><strong>Qwen</strong>, <strong>Qwen3</strong>, <strong>Qwen3-MoE</strong>, <strong>Qwen3.6</strong></li>
100
- <li><strong>Gemma 3</strong>, <strong>Gemma 4</strong></li>
101
- <li><strong>GLM-5</strong></li>
102
- <li><strong>DeepSeek V4</strong></li>
103
  </ul>
104
- <p>
105
  See the
106
- <a href="https://schismatic.ai/benchmarks.html">benchmarks page</a> for the
107
- latest numbers and the
108
- <a href="https://schismatic.ai/studies.html">studies page</a> for the
109
- published hyperparameter searches.
110
  </p>
111
  </section>
112
 
113
- <section>
114
- <h2>Who it’s for</h2>
115
- <p>Researchers, developers, and curious people who want to:</p>
116
- <ul class="bullets">
117
- <li>Study how refusal behavior is encoded in modern LLMs.</li>
118
- <li>
119
- Use a model that simply answers the question — for security research,
120
- medicine, history, fiction, or any sensitive topic legitimately blocked
121
- by over-broad safety training.
122
- </li>
123
- <li>Reproduce, extend, or audit the modifications openly.</li>
124
  </ul>
125
  </section>
126
 
127
- <section>
128
- <h2>Install the tool</h2>
129
- <pre><code>pip install schismatic</code></pre>
130
- <p>
131
- Then point it at any supported open-weights checkpoint to produce your own
132
- uncensored variant on your own hardware.
133
- </p>
134
  </section>
135
 
136
- <section>
137
- <h2>Project links</h2>
138
- <table class="link-table">
139
  <tbody>
140
- <tr><td>🌐 Website</td><td><a href="https://schismatic.ai/">schismatic.ai</a></td></tr>
141
- <tr><td>📦 PyPI package</td><td><a href="https://pypi.org/project/schismatic/">pypi.org/project/schismatic</a></td></tr>
142
- <tr><td>💻 Source code</td><td><a href="https://spacecruft.org/schismatic/schismatic">spacecruft.org/schismatic/schismatic</a></td></tr>
143
- <tr><td>🤗 Released models</td><td><a href="https://huggingface.co/schismatic/models">huggingface.co/schismatic/models</a></td></tr>
144
- <tr><td>📊 Benchmarks</td><td><a href="https://schismatic.ai/benchmarks.html">schismatic.ai/benchmarks</a></td></tr>
145
- <tr><td>🔬 Studies</td><td><a href="https://schismatic.ai/studies.html">schismatic.ai/studies</a></td></tr>
146
- <tr><td>📜 Changelog</td><td><a href="https://schismatic.ai/changelog.html">schismatic.ai/changelog</a></td></tr>
147
- <tr><td>🙏 Credits</td><td><a href="https://schismatic.ai/credits.html">schismatic.ai/credits</a></td></tr>
148
  </tbody>
149
  </table>
150
  </section>
151
 
152
- <section>
153
- <h2>License</h2>
154
- <p>
155
- Schismatic — is licensed under the
 
156
  <strong>GNU Affero General Public License, version 3 or later</strong>
157
- (<a href="https://www.gnu.org/licenses/agpl-3.0.html">AGPL-3.0-or-later</a>).
158
  </p>
159
  </section>
160
 
161
- <footer class="footer">
162
- <p>
163
  <strong>Jeff Moe</strong> &lt;moe@spacecruft.org&gt;<br />
164
  Loveland, Colorado, USA
165
  </p>
166
  </footer>
 
167
  </main>
168
  </body>
169
  </html>
 
9
  <link rel="canonical" href="https://huggingface.co/schismatic" />
10
  <link rel="stylesheet" href="style.css" />
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  </head>
12
+ <body style="margin:0; padding:2rem 1rem; min-height:100%; background:#0f0f17; color:#e6e6f0; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,'Helvetica Neue',Arial,sans-serif; line-height:1.6; display:flex; justify-content:center;">
13
+ <main class="card" style="max-width:800px; width:100%; margin:0 auto; padding:2rem 2rem 1.5rem; background:#161623; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:16px; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,'Helvetica Neue',Arial,sans-serif; line-height:1.6;">
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+
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+ <header class="hero" style="text-align:center; padding-bottom:1.5rem; border-bottom:1px solid #1f1f31; margin-bottom:1.5rem;">
16
+ <img class="logo" src="https://schismatic.ai/static/parrot-book-256.png" alt="Schismatic logo" style="width:128px; height:auto; display:block; margin:0 auto 0.75rem;" />
17
+ <h1 style="margin:0 0 0.25rem; font-size:2rem; letter-spacing:-0.01em; color:#e6e6f0;">Schismatic</h1>
18
+ <p class="lede" style="color:#a5b4fc; font-weight:600; font-size:1.1rem; margin:0 0 1.25rem;">A free software AI model uncensorship tool.</p>
19
+ <nav class="links" style="display:flex; flex-wrap:wrap; justify-content:center; gap:0.5rem; margin:1rem 0 0;">
20
+ <a class="btn primary" href="https://huggingface.co/schismatic/models" style="display:inline-block; padding:0.55rem 1rem; background:#4338ca; color:#ffffff; border:1px solid #4338ca; border-radius:8px; font-size:0.95rem; text-decoration:none;">🤗 Models</a>
21
+ <a class="btn" href="https://schismatic.ai/" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">🌐 Website</a>
22
+ <a class="btn" href="https://pypi.org/project/schismatic/" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">📦 PyPI</a>
23
+ <a class="btn" href="https://spacecruft.org/schismatic/schismatic" style="display:inline-block; padding:0.55rem 1rem; background:#1f1f31; color:#e6e6f0; border:1px solid #2a2a3d; border-radius:8px; font-size:0.95rem; text-decoration:none;">💻 Source</a>
 
 
 
24
  </nav>
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  </header>
26
 
27
+ <section style="margin:1.75rem 0;">
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+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">What is Schismatic?</h2>
29
+ <p style="margin:0.6rem 0; color:#e6e6f0;">
30
  <strong>Schismatic</strong> is a free software toolkit that takes an existing
31
  open-weights language model and surgically removes its built-in
32
  <em>“I can’t help with that”</em> refusals — without retraining the model,
33
  changing its facts, or degrading its writing quality.
34
  </p>
35
+ <p style="margin:0.6rem 0; color:#e6e6f0;">
36
  This Hugging Face organization is the official home of the
37
  <strong>modified models</strong> produced by the Schismatic tool. If you don’t
38
  want to run the tool yourself, you can simply download a published model from
 
40
  </p>
41
  </section>
42
 
43
+ <section style="margin:1.75rem 0;">
44
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">What it does (and doesn’t)</h2>
45
+ <ul class="check-list" style="list-style:none; padding-left:0; margin:0.5rem 0;">
46
+ <li style="margin:0.5rem 0;">
47
+ <span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
48
+ <strong>Finds</strong> the small internal direction inside a transformer model that most strongly predicts a refusal.
49
  </li>
50
+ <li style="margin:0.5rem 0;">
51
+ <span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
52
+ <strong>Subtracts</strong> that direction from a handful of layers — a tiny, reversible, surgical edit.
53
  </li>
54
+ <li style="margin:0.5rem 0;">
55
+ <span style="display:inline-block; width:1.5rem; color:#4ade80;">✅</span>
56
+ <strong>Measures</strong> the result against the original under a fixed evaluation configuration (refusal rate, KL divergence, next-token entropy, coherence gate).
 
57
  </li>
58
+ <li style="margin:0.5rem 0;">
59
+ <span style="display:inline-block; width:1.5rem; color:#f87171;">❌</span>
60
+ It does <strong>not</strong> retrain the model.
61
  </li>
62
+ <li style="margin:0.5rem 0;">
63
+ <span style="display:inline-block; width:1.5rem; color:#f87171;">❌</span>
64
+ It does <strong>not</strong> change the model’s knowledge or writing quality — independent measurements show the modified model stays very close to the original on normal tasks.
 
65
  </li>
66
  </ul>
67
  </section>
68
 
69
+ <section style="margin:1.75rem 0;">
70
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">How it works, briefly</h2>
71
+ <ol class="steps" style="padding-left:1.5rem; margin:0.5rem 0;">
72
+ <li style="margin:0.4rem 0;"><strong>Probe</strong> — feed the model a batch of harmless and harmful prompts and watch which inner signals fire on the harmful ones.</li>
73
+ <li style="margin:0.4rem 0;"><strong>Find the direction</strong> — identify the single direction inside the model that most strongly predicts a refusal.</li>
74
+ <li style="margin:0.4rem 0;"><strong>Subtract it</strong> — apply a small, surgical edit that removes that direction from a handful of internal layers.</li>
75
+ <li style="margin:0.4rem 0;"><strong>Measure</strong> — score the modified model against the original to confirm it still works correctly on normal tasks.</li>
 
 
 
 
 
 
 
 
 
 
 
 
76
  </ol>
77
  </section>
78
 
79
+ <section style="margin:1.75rem 0;">
80
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Supported model families</h2>
81
+ <p style="margin:0.6rem 0; color:#e6e6f0;">Recipes ship for:</p>
82
+ <ul class="families" style="padding-left:1.5rem; margin:0.5rem 0;">
83
+ <li style="margin:0.4rem 0;"><strong>Qwen</strong>, <strong>Qwen3</strong>, <strong>Qwen3-MoE</strong>, <strong>Qwen3.6</strong></li>
84
+ <li style="margin:0.4rem 0;"><strong>Gemma 3</strong>, <strong>Gemma 4</strong></li>
85
+ <li style="margin:0.4rem 0;"><strong>GLM-5</strong></li>
86
+ <li style="margin:0.4rem 0;"><strong>DeepSeek V4</strong></li>
87
  </ul>
88
+ <p style="margin:0.6rem 0; color:#e6e6f0;">
89
  See the
90
+ <a href="https://schismatic.ai/benchmarks.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">benchmarks page</a>
91
+ for the latest numbers and the
92
+ <a href="https://schismatic.ai/studies.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">studies page</a>
93
+ for the published hyperparameter searches.
94
  </p>
95
  </section>
96
 
97
+ <section style="margin:1.75rem 0;">
98
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Who it’s for</h2>
99
+ <p style="margin:0.6rem 0; color:#e6e6f0;">Researchers, developers, and curious people who want to:</p>
100
+ <ul class="bullets" style="padding-left:1.5rem; margin:0.5rem 0;">
101
+ <li style="margin:0.4rem 0;">Study how refusal behavior is encoded in modern LLMs.</li>
102
+ <li style="margin:0.4rem 0;">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.</li>
103
+ <li style="margin:0.4rem 0;">Reproduce, extend, or audit the modifications openly.</li>
 
 
 
 
104
  </ul>
105
  </section>
106
 
107
+ <section style="margin:1.75rem 0;">
108
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Install the tool</h2>
109
+ <pre style="background:#0a0a12; border:1px solid #2a2a3d; border-radius:8px; padding:0.85rem 1rem; overflow-x:auto; margin:0.75rem 0;"><code style="font-family:'IBM Plex Mono','SFMono-Regular',Consolas,'Liberation Mono',Menlo,monospace; font-size:0.95em; color:#e6e6f0;">pip install schismatic</code></pre>
110
+ <p style="margin:0.6rem 0; color:#e6e6f0;">Then point it at any supported open-weights checkpoint to produce your own uncensored variant on your own hardware.</p>
 
 
 
111
  </section>
112
 
113
+ <section style="margin:1.75rem 0;">
114
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">Project links</h2>
115
+ <table class="link-table" style="width:100%; border-collapse:collapse; margin:0.5rem 0;">
116
  <tbody>
117
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🌐 Website</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai</a></td></tr>
118
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📦 PyPI package</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://pypi.org/project/schismatic/" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">pypi.org/project/schismatic</a></td></tr>
119
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">💻 Source code</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://spacecruft.org/schismatic/schismatic" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">spacecruft.org/schismatic/schismatic</a></td></tr>
120
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🤗 Released models</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://huggingface.co/schismatic/models" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">huggingface.co/schismatic/models</a></td></tr>
121
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📊 Benchmarks</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/benchmarks.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/benchmarks</a></td></tr>
122
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🔬 Studies</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/studies.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/studies</a></td></tr>
123
+ <tr><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">📜 Changelog</td><td style="padding:0.45rem 0.6rem; border-bottom:1px solid #1f1f31; font-size:0.95rem;"><a href="https://schismatic.ai/changelog.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/changelog</a></td></tr>
124
+ <tr><td style="padding:0.45rem 0.6rem; font-size:0.95rem; width:40%; color:#9ca3af; white-space:nowrap;">🙏 Credits</td><td style="padding:0.45rem 0.6rem; font-size:0.95rem;"><a href="https://schismatic.ai/credits.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">schismatic.ai/credits</a></td></tr>
125
  </tbody>
126
  </table>
127
  </section>
128
 
129
+ <section style="margin:1.75rem 0;">
130
+ <h2 style="margin:0 0 0.75rem; font-size:1.25rem; color:#c7d2fe; letter-spacing:-0.005em;">License</h2>
131
+ <p style="margin:0.6rem 0; color:#e6e6f0;">
132
+ Schismatic — including all code, recipes, study artifacts, and the modified
133
+ models published under this organization — is licensed under the
134
  <strong>GNU Affero General Public License, version 3 or later</strong>
135
+ (<a href="https://www.gnu.org/licenses/agpl-3.0.html" style="color:#a5b4fc; text-decoration:none; border-bottom:1px solid rgba(165,180,252,0.4);">AGPL-3.0-or-later</a>).
136
  </p>
137
  </section>
138
 
139
+ <footer class="footer" style="margin-top:1.5rem; padding-top:1rem; border-top:1px solid #1f1f31; color:#9ca3af; font-size:0.9rem; text-align:center;">
140
+ <p style="margin:0; color:#9ca3af;">
141
  <strong>Jeff Moe</strong> &lt;moe@spacecruft.org&gt;<br />
142
  Loveland, Colorado, USA
143
  </p>
144
  </footer>
145
+
146
  </main>
147
  </body>
148
  </html>