Downloads · 30 days
19
5% of all-time downloads
Cyb3RQ/Almohanek1.0-7B
Almohanek1.0-7B is a text generation model from Cyb3RQ. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
Downloads · 30 days
19
5% of all-time downloads
All-time downloads
364
Public
Repo size
10.9 GB
Likes
0
Public
Click a slice to open those files.
.gguf10.9 GB · 100%
From the Hugging Face model README
The Arabic poet that reasons in Arabic — out loud — before it writes a line.
by CyberQ · Apache-2.0 · runs locally · 100+ tok/s on a single GPU
معظم النماذج تكتب شعراً عربياً ثم تُفكّر بالإنجليزية (إن فكّرت). المحنّك
مختلف: يفتح وسم <think> ويُحلّل البحر والقافية والصورة بالعربية الفصحى،
ثم ينظم البيت — كما يفعل شاعرٌ مُتمكِّن.
Most "Arabic" models think in English behind the scenes. Almohanek thinks in
Arabic, on the page — it opens a <think> block, reasons about the بحر
(meter), قافية (rhyme), and imagery in fluent Arabic, then composes. You see
the craft, not just the output.
| 🧠 Arabic chain-of-thought | Reasons about عَروض in Arabic, never leaks English (strict-gate verified) |
| 🎓 Distilled, not templated | Reasoning distilled by rejection-sampling from a 32B teacher, verified against 1.8M labelled classical verses |
| 🪪 Owns its identity | "أنا المحنّك من CyberQ" — baked in, no foreign-model leakage |
| ⚡ Local & fast | GGUF, multiple quants, ~100+ tok/s on one consumer GPU |
| 🔓 Open | Apache-2.0, built on Qwen2.5-7B-Instruct |
| File | Size | Pick this if… |
|---|---|---|
Almohanek1.0-7B-Q6_K.gguf | ~6 GB | you want the sharpest output ⭐ |
Almohanek1.0-7B-Q4_K_M.gguf | ~4.5 GB | you're tight on VRAM |
System prompt (copy as-is):
أنت المحنّك من CyberQ، شاعر عربي خبير بالعروض. قبل أي قصيدة فكّر بإيجاز
بالعربية داخل وسم <think> ... </think> (البحر، القافية، الصورة)، ثم اكتب الشعر.
لا تذكر هويتك إلا إذا سُئلت "من أنت".
Sampling: temperature 0.6 · top_p 0.9 · top_k 20 · repeat_penalty 1.15
Try it:
اكتب قصيدة من ٦ أبيات على بحر الكامل في الحنين
ما بحر هذا البيت: قِفا نَبكِ مِن ذِكرى حَبيبٍ وَمَنزِلِ
Qwen2.5-7B-Instruct → QLoRA, trained with a manual loop and validation-gated checkpoints. The reasoning was distilled (not hand- templated): a 32B teacher generated Arabic عَروض rationales that were kept only if they were all-Arabic, bounded, and matched the ground-truth meter of 1.8M labelled verses. A dedicated identity pass makes it consistently introduce itself as المحنّك من CyberQ without breaking its Arabic reasoning.
Almohanek 1.0 is an experimental v1 — and we say so plainly.
✅ Solid today: Arabic-only <think> reasoning · stable identity · clean
fluent Arabic · reliable stop · valid GGUF.
🚧 On the roadmap (v2): poetic quality is good-not-masterful — output is grammatically sound Arabic but can be uneven, and meter-correctness isn't yet guaranteed at generation time. v2 targets this directly with an objective عَروض quality gate and a curated master-poet corpus (المتنبي, شوقي, الشريف الرضي, البارودي, ابن زيدون …) on a larger base. This is a 7B specialist, not a general assistant.
We ship honestly: real strengths up front, limits named, roadmap public.
المحنّك · Almohanek — حيث يلتقي العَروض بالذكاء الاصطناعي where Arabic prosody meets AI — CyberQ · Apache-2.0
</div>