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Before

<div align="center">

<a href="https://www.orcarouter.ai" target="_blank">
  <img src="https://www.orcarouter.ai/orca-logo-classic.png" alt="OrcaRouter" width="110">
</a>

<h1>GLM-5.3-Flash-Uncensored-FP8</h1>

<p><em>The abliterated (refusal-removed) build of Z.ai's GLM-5.3-Flash — baked directly into the
official <strong>block-FP8</strong> checkpoint, byte-for-byte drop-in for the original</em></p>

<p>
<a href="https://www.orcarouter.ai"><img src="https://img.shields.io/badge/Website-orcarouter.ai-1E6FEB" alt="Website"></a>
<a href="https://www.orcarouter.ai/models"><img src="https://img.shields.io/badge/OrcaRouter-Model%20Catalog-2EA043" alt="Model Catalog"></a>
<a href="https://opensource.org/license/mit"><img src="https://img.shields.io/badge/License-MIT-4C8BF5" alt="License"></a>
<img src="https://img.shields.io/badge/Precision-Block--FP8-00A67E" alt="precision">
<img src="https://img.shields.io/badge/Context-1M-FF8800" alt="1M context">
<img src="https://img.shields.io/badge/Vision%2BVideo-Language-9B59B6" alt="Vision-Language">
<img src="https://img.shields.io/badge/MoE-288E%20top--8-2EA043" alt="MoE">
<img src="https://img.shields.io/badge/Speculative-MTP-E36209" alt="MTP">
<img src="https://img.shields.io/badge/Residual-mHC%204--wide-6F42C1" alt="mHC">
</p>

<p><strong>One Gateway. Every Model.</strong> — Route Smarter · Ship Safer · Spend Less.</p>

<p>
<a href="https://www.orcarouter.ai">Website</a> ·
<a href="https://www.orcarouter.ai/models">Model Catalog</a> ·
<a href="https://github.com/Continuum-AI-Corp">GitHub</a> ·
<a href="https://discord.gg/yAh6Tex6kx">Discord</a> ·
<a href="https://x.com/OrcaRouter">X</a>
</p>

</div>

---

> The **abliterated** (refusal-removed) build of [`zai-org/GLM-5.3-Flash`](https://huggingface.co/zai-org/GLM-5.3-Flash)
> — a **320B / 18B-active** Mixture-of-Experts model with hybrid linear + sparse attention,
> 4-wide **Manifold-Constrained Hyper-Connections**, a native **vision + video** tower, an **MTP**
> speculative head, and a **1M-token** context.
>
> The refusal direction is baked **directly into the official block-FP8 shards** — same format, same
> shard layout, same `model.safetensors.index.json`. Every tensor matches the base checkpoint in
> name, dtype and shape, so this is a **drop-in replacement** for `zai-org/GLM-5.3-Flash` in any
> stack that already serves it.
>
> **On the `-FP8` name:** block-FP8 *is* the format Z.ai ships GLM-5.3-Flash in — the suffix names the
> checkpoint's own precision, not a quantization step we applied. There is no upstream BF16 release to
> derive from, so this is the full-precision source as published.

---

After

<div align="center">

<a href="https://www.orcarouter.ai" target="_blank">
  <img src="https://www.orcarouter.ai/orca-logo-classic.png" alt="OrcaRouter" width="110">
</a>

<h1>GLM-5.3-Flash-Uncensored-FP8</h1>

<p><em>The abliterated (refusal-removed) build of Z.ai's GLM-5.3-Flash — baked directly into the
official <strong>block-FP8</strong> checkpoint, byte-for-byte drop-in for the original</em></p>


<!-- orcacyber-promo:start -->
<table>
<tr>
<td width="150" style="vertical-align: middle;">
<div align="center"><a href="https://www.orcarouter.ai/models/orca/orcacyber-zero-1.0"><img src="https://www.orcarouter.ai/orca-logo-classic.png" width="90" alt="OrcaCyber Zero 1.0"></a></div>
</td>
<td>
<p>🛡️ <strong>New from Orca &mdash; <a href="https://www.orcarouter.ai/models/orca/orcacyber-zero-1.0">OrcaCyber Zero 1.0</a></strong></p>
<p>Post-trained for cybersecurity: vulnerability analysis, vulnerability reproduction, red teaming &amp; offensive-security research. <strong>98.07% pass@1 on CyberGym Level&nbsp;1</strong> &middot; 1M context &middot; function calling &middot; OpenAI-compatible API.</p>
<p><a href="https://www.orcarouter.ai/models/orca/orcacyber-zero-1.0"><img src="https://img.shields.io/badge/Try%20it%20on%20OrcaRouter%20%E2%86%92-FF6A00?style=for-the-badge&amp;labelColor=0B1F3A" alt="Try it on OrcaRouter"></a></p>
</td>
</tr>
</table>
<!-- orcacyber-promo:end -->

<p>
<a href="https://www.orcarouter.ai"><img src="https://img.shields.io/badge/Website-orcarouter.ai-1E6FEB" alt="Website"></a>
<a href="https://www.orcarouter.ai/models"><img src="https://img.shields.io/badge/OrcaRouter-Model%20Catalog-2EA043" alt="Model Catalog"></a>
<a href="https://opensource.org/license/mit"><img src="https://img.shields.io/badge/License-MIT-4C8BF5" alt="License"></a>
<img src="https://img.shields.io/badge/Precision-Block--FP8-00A67E" alt="precision">
<img src="https://img.shields.io/badge/Context-1M-FF8800" alt="1M context">
<img src="https://img.shields.io/badge/Vision%2BVideo-Language-9B59B6" alt="Vision-Language">
<img src="https://img.shields.io/badge/MoE-288E%20top--8-2EA043" alt="MoE">
<img src="https://img.shields.io/badge/Speculative-MTP-E36209" alt="MTP">
<img src="https://img.shields.io/badge/Residual-mHC%204--wide-6F42C1" alt="mHC">
</p>

<p><strong>One Gateway. Every Model.</strong> — Route Smarter · Ship Safer · Spend Less.</p>

<p>
<a href="https://www.orcarouter.ai">Website</a> ·
<a href="https://www.orcarouter.ai/models">Model Catalog</a> ·
<a href="https://github.com/Continuum-AI-Corp">GitHub</a> ·
<a href="https://discord.gg/yAh6Tex6kx">Discord</a> ·
<a href="https://x.com/OrcaRouter">X</a>
</p>

</div>

---

> The **abliterated** (refusal-removed) build of [`zai-org/GLM-5.3-Flash`](https://huggingface.co/zai-org/GLM-5.3-Flash)
> — a **320B / 18B-active** Mixture-of-Experts model with hybrid linear + sparse attention,
> 4-wide **Manifold-Constrained Hyper-Connections**, a native **vision + video** tower, an **MTP**
> speculative head, and a **1M-token** context.
>
> The refusal direction is baked **directly into the official block-FP8 shards** — same format, same
> shard layout, same `model.safetensors.index.json`. Every tensor matches the base checkpoint in
> name, dtype and shape, so this is a **drop-in replacement** for `zai-org/GLM-5.3-Flash` in any
> stack that already serves it.
>
> **On the `-FP8` name:** block-FP8 *is* the format Z.ai ships GLM-5.3-Flash in — the suffix names the
> checkpoint's own precision, not a quantization step we applied. There is no upstream BF16 release to
> derive from, so this is the full-precision source as published.

---