Update index.html

index.html

@@ -408,10 +408,10 @@
                   <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/MedSwin">
                     <i data-lucide="box" class="icon"></i> HF Org
                   </a>
-                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/rag-68bbe244bfa8ce6132fd5242">
+                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/rag">
                     <i data-lucide="database" class="icon"></i> RAG Assets
                   </a>
-                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/finetuning-68bbe0b045db4ed5aac5e9a2">
+                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/finetuning">
                     <i data-lucide="wand-2" class="icon"></i> Fine-tune Assets
                   </a>
                 </div>
@@ -494,19 +494,6 @@
     <!-- Contributions -->
     <section id="contributions" class="section">
       <div class="container">
-        <div class="flex flex-col lg:flex-row lg:items-end lg:justify-between gap-6 mb-10" data-aos="fade-up">
-          <div>
-            <h2 class="text-3xl lg:text-4xl font-extrabold tracking-tight">What’s New in MedSwin</h2>
-            <p class="mt-3 text-slate-300 max-w-3xl">
-              Three core contributions: auditable orchestration, policy-aware two-stage biomedical retrieval, and a distilled 7B model pipeline.
-            </p>
-          </div>
-          <div class="flex gap-2">
-            <button class="btn btn-ghost" id="openGlossary" type="button"><i data-lucide="bookmark" class="icon"></i> Glossary</button>
-            <button class="btn btn-ghost" id="openSafety" type="button"><i data-lucide="shield" class="icon"></i> Safety</button>
-          </div>
-        </div>
-
         <div class="grid lg:grid-cols-3 gap-6">
           <div class="card glass" data-tilt data-tilt-max="7" data-aos="fade-up">
             <div class="card-body">
@@ -1068,7 +1055,7 @@ p_cal(q,d) = σ( (ℓ(q,d) − b) / T )</code></pre>
                 <div class="rounded-2xl border border-white/10 bg-slate-950/40 p-4">
                   <div class="flex items-center gap-3">
                     <span class="badge">D</span>
-                    <div class="font-extrabold">Optional merge</div>
+                    <div class="font-extrabold">Model Merging</div>
                   </div>
                   <p class="text-sm text-slate-300 mt-2">
                     Weight-space merging can combine SFT robustness and KD teacher-aligned behaviour without extra full training passes.
@@ -1138,10 +1125,10 @@ L_t = α * CE(y_t) + (1-α) * τ^2 * KL( p_T(·|τ) || p_S(·) )</code></pre>
               </div>
 
               <div class="mt-5 flex flex-wrap gap-2">
-                <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/finetuning-68bbe0b045db4ed5aac5e9a2">
+                <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/finetuning">
                   <i data-lucide="wand-2" class="icon"></i> Fine-tune Collection
                 </a>
-                <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/rag-68bbe244bfa8ce6132fd5242">
+                <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/rag">
                   <i data-lucide="database" class="icon"></i> RAG Collection
                 </a>
                 <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/spaces/MedSwin/Augmentation">