Org card: Gulf Arabic, Saudi today and Qatari next

README.md

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-  <p style="margin: 18px 0 4px; font-size: 30px; font-weight: 700; letter-spacing: -0.02em; color: #3fcb8b;">Voice AI that speaks Saudi.</p>
-  <p style="margin: 0; color: #9aaaa3; font-size: 16px;">Open models for Saudi Arabic as it is spoken on the phone: Najdi, Hijazi and Khaleeji. Built in Riyadh's language, for Saudi enterprise.</p>
+  <p style="margin: 18px 0 4px; font-size: 30px; font-weight: 700; letter-spacing: -0.02em; color: #3fcb8b;">Voice AI for Gulf Arabic: Saudi and Qatari.</p>
+  <p style="margin: 0; color: #9aaaa3; font-size: 16px;">Open models for Arabic as it is spoken on the phone, not as it is written in the news. Saudi dialects (Najdi, Hijazi, Khaleeji) are trained, measured and published today. Qatari is next.</p>
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     <a href="https://huggingface.co/VohoAI/voho-saudi-stt-small" style="display: inline-block; margin: 4px; padding: 9px 16px; border: 1px solid #1f6b48; border-radius: 999px; background: #0f2a1f; color: #c9f2dc; text-decoration: none; font-weight: 600;">🎙 Saudi STT</a>
     <a href="https://huggingface.co/VohoAI/voho-saudi-chat-4b" style="display: inline-block; margin: 4px; padding: 9px 16px; border: 1px solid #1f6b48; border-radius: 999px; background: #0f2a1f; color: #c9f2dc; text-decoration: none; font-weight: 600;">💬 Saudi Chat 4B</a>
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   <p style="margin: 0 0 14px; font-size: 22px; font-weight: 700; color: #ffffff;">Quick facts</p>
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-    <div style="display: inline-block; vertical-align: top; width: 210px; margin: 5px; background: #0c1311; border: 1px solid #24322d; border-radius: 12px; padding: 14px; text-align: center;"><div style="color: #9aaaa3; font-size: 13px;">Dialects</div><div style="font-size: 18px; font-weight: 700; color: #ffffff; margin-top: 2px;">Najdi · Hijazi · Khaleeji</div></div>
+    <div style="display: inline-block; vertical-align: top; width: 210px; margin: 5px; background: #0c1311; border: 1px solid #24322d; border-radius: 12px; padding: 14px; text-align: center;"><div style="color: #9aaaa3; font-size: 13px;">Gulf Arabic</div><div style="font-size: 18px; font-weight: 700; color: #ffffff; margin-top: 2px;">Saudi today · Qatari next</div></div>
     <div style="display: inline-block; vertical-align: top; width: 210px; margin: 5px; background: #0c1311; border: 1px solid #24322d; border-radius: 12px; padding: 14px; text-align: center;"><div style="color: #9aaaa3; font-size: 13px;">Open models</div><div style="font-size: 18px; font-weight: 700; color: #ffffff; margin-top: 2px;">3 + 1 dataset</div></div>
     <div style="display: inline-block; vertical-align: top; width: 210px; margin: 5px; background: #0c1311; border: 1px solid #24322d; border-radius: 12px; padding: 14px; text-align: center;"><div style="color: #9aaaa3; font-size: 13px;">Sizes</div><div style="font-size: 18px; font-weight: 700; color: #ffffff; margin-top: 2px;">0.24B to 4B</div></div>
     <div style="display: inline-block; vertical-align: top; width: 210px; margin: 5px; background: #0c1311; border: 1px solid #24322d; border-radius: 12px; padding: 14px; text-align: center;"><div style="color: #9aaaa3; font-size: 13px;">Delivering</div><div style="font-size: 18px; font-weight: 700; color: #ffffff; margin-top: 2px;">Aramco AI call centre</div></div>