diff --git a/css/styles.css b/css/styles.css
index dff0085..80e516a 100644
--- a/css/styles.css
+++ b/css/styles.css
@@ -367,3 +367,18 @@ html[lang="en"] .tooltip-icon:hover::after {
     align-self: flex-end;
   }
 }
+
+.loading-indicator {
+  text-align: center;
+  font-style: italic;
+  color: #0000FF;
+  padding: 10px;
+}
+
+#hf-fetch-btn {
+  background-color: #0000FF;
+}
+
+#hf-fetch-btn:hover {
+  background-color: #0000AA;
+}
diff --git a/index.html b/index.html
index 97aa3b4..479b645 100644
--- a/index.html
+++ b/index.html
@@ -90,6 +90,14 @@
       <span class="tooltip-icon" data-tooltip-ru="Загрузите config.json из модели. Автоматически заполнит поля и запустит расчет" data-tooltip-en="Upload model config.json. Auto-fills fields and runs calculation"></span>
       <span class="error-icon" style="display:none; color: #FF0000; cursor: help; margin-left: 5px;">!</span>
 
+      <div class="form-group" style="display: flex; align-items: center; gap: 10px;">
+        <label for="hf-model" data-key="hf_model_label" style="margin-bottom: 0; white-space: nowrap;">Model (HuggingFace)</label>
+        <input type="text" id="hf-model" placeholder="" style="flex: 1;">
+        <button type="button" id="hf-fetch-btn" data-key="hf_fetch_btn" style="margin-bottom: 0;">Fetch</button>
+      </div>
+
+      <div id="loading-indicator" style="text-align: center; font-style: italic; color: #0000FF; padding: 10px; display: none;"></div>
+
       <div class="checkbox-group">
         <input type="checkbox" id="asymmetric">
         <label for="asymmetric" data-key="asymmetric_label">Асимметричный Контекст</label>
diff --git a/js/app.js b/js/app.js
index 05d55ff..b40ee9d 100644
--- a/js/app.js
+++ b/js/app.js
@@ -72,6 +72,10 @@
       config_file_label: 'Config.json',
       config_file_ru: 'Загрузите config.json из модели. Автоматически заполнит поля и запустит расчет',
       config_file_en: 'Upload model config.json. Auto-fills fields and runs calculation',
+      hf_model_label: 'Model (HuggingFace)',
+      hf_model_ru: 'Введите имя модели',
+      hf_model_en: 'Please enter a model name',
+      hf_fetch_btn: 'Fetch',
       example_text: 'Example: context=8192, layers=32, kv_heads=32, head_size=128, model_size=7 GB, parallel=1',
       results_title: 'Results',
       k_cache: 'K cache:',
@@ -187,6 +191,9 @@
   const configFileInput = document.getElementById('config-file');
   const resetBtn = document.getElementById('reset-btn');
   const modelNameDisplay = document.getElementById('model-name-display');
+  const hfModelInput = document.getElementById('hf-model');
+  const hfFetchBtn = document.getElementById('hf-fetch-btn');
+  const loadingIndicator = document.getElementById('loading-indicator');
 
   // Initialize
   function init() {
@@ -216,6 +223,11 @@
     if (resetBtn) {
       resetBtn.addEventListener('click', handleReset);
     }
+    
+    // HF fetch button
+    if (hfFetchBtn) {
+      hfFetchBtn.addEventListener('click', handleHfFetch);
+    }
   }
 
   // Toggle language
@@ -270,6 +282,12 @@
       configTooltip.setAttribute('data-tooltip-en', translations[currentLang].config_file_en);
     }
     
+    // Update HF model field translation
+    const hfModelLabel = document.querySelector('#hf-model + label');
+    if (hfModelLabel) {
+      hfModelLabel.textContent = translations[currentLang].hf_model_label;
+    }
+    
     // Re-evaluate errors
     if (window.configErrors && Object.keys(window.configErrors).length > 0) {
       showConfigErrors();
@@ -520,6 +538,7 @@
     document.getElementById('model-size').value = '';
     document.getElementById('parallel').value = '1';
     document.getElementById('full-attention').value = '';
+    hfModelInput.value = '';
     
     // Reset quantization
     document.getElementById('k-type').value = 'KV';
@@ -535,6 +554,61 @@
     clearAllTooltips();
   }
 
+  // HuggingFace fetch function
+  async function handleHfFetch() {
+    const modelName = hfModelInput.value.trim();
+    if (!modelName) {
+      showConfigError('hf-model', currentLang === 'ru' 
+        ? 'Введите имя модели' 
+        : 'Please enter a model name');
+      return;
+    }
+    
+    // Show loading state
+    loadingIndicator.textContent = currentLang === 'ru' 
+      ? 'Загрузка config из HuggingFace...' 
+      : 'Fetching config from HuggingFace...';
+    loadingIndicator.style.display = 'block';
+    
+    const url = `https://huggingface.co/${modelName}/blob/main/config.json`;
+    
+    try {
+      const response = await fetch(url);
+      if (!response.ok) {
+        if (response.status === 404) {
+          showConfigError('hf-model', currentLang === 'ru' 
+            ? 'Модель не найдена' 
+            : 'Model not found');
+        } else {
+          showConfigError('hf-model', currentLang === 'ru' 
+            ? `Ошибка загрузки: ${response.status}` 
+            : `Error loading: ${response.status}`);
+        }
+        loadingIndicator.style.display = 'none';
+        return;
+      }
+      
+      const config = await response.json();
+      
+      // Clear errors
+      window.configErrors = {};
+      clearAllTooltips();
+      
+      // Populate from config
+      populateFromConfig(config);
+      
+      // Hide loading and set focus
+      loadingIndicator.style.display = 'none';
+      hfModelInput.focus();
+      
+    } catch (err) {
+      loadingIndicator.style.display = 'none';
+      showConfigError('hf-model', currentLang === 'ru' 
+        ? `Не удалось загрузить config: ${err.message}` 
+        : `Failed to load config: ${err.message}`);
+    }
+  }
+
   // Show config error
   function showConfigError(field, message) {
     window.configErrors[field] = message;