diff --git a/public/index.html b/public/index.html
index 9eb8f880a..2ec556158 100644
--- a/public/index.html
+++ b/public/index.html
@@ -296,16 +296,20 @@
                                 </select>
                             </div>
                             <div id="openai_api-presets">
-                                <h3>OpenAI Presets</h3>
-                                <select id="settings_perset_openai">
-                                    <option value="gui">Default</option>
-                                </select>
-                                <h4>OpenAI Model</h4>
-                                <select id="model_openai_select">
-                                    <option value="gpt-3.5-turbo">gpt-3.5-turbo</option>
-                                    <option value="gpt-3.5-turbo-0301">gpt-3.5-turbo-0301</option>
-                                    <option value="gpt-4">gpt-4</option>
-                                </select>
+                                <div>
+                                    <h3>OpenAI Presets</h3>
+                                    <select id="settings_perset_openai">
+                                        <option value="gui">Default</option>
+                                    </select>
+                                </div>
+                                <div>
+                                    <h4>OpenAI Model</h4>
+                                    <select id="model_openai_select">
+                                        <option value="gpt-3.5-turbo">gpt-3.5-turbo</option>
+                                        <option value="gpt-3.5-turbo-0301">gpt-3.5-turbo-0301</option>
+                                        <option value="gpt-4">gpt-4</option>
+                                    </select>
+                                </div>
                             </div>
                             <div id="textgenerationwebui_api-presets">
                                 <h3>Text generation web UI presets</h3>
@@ -490,6 +494,31 @@
                                         <input type="range" id="pres_pen_openai" name="volume" min="-2" max="2" step="0.01">
                                     </div>
                                 </div>
+
+                                <div style="display:none" class="range-block">
+                                    <div class="range-block-title">
+                                        Logit Bias
+                                    </div>
+                                    <div class="openai_logit_bias">
+                                        <div class="openai_logit_bias_form">
+                                            <input class="text_pole" id="openai_logit_bias_text" placeholder="text (will be converted to tokens)" />
+                                            <div class="openai_logit_bias_range_block">
+                                                <div class="range-block-counter">
+                                                    <span id="openai_logit_bias_value_counter">select</span>
+                                                </div>
+                                                <input id="openai_logit_bias_value" type="range" min="-100" value="0" max="100" />
+                                            </div>
+                                            <input class="menu_button" id="openai_logit_bias_add" type="button" value="Add" />
+                                        </div>
+                                        <div class="openai_logit_bias_list">
+                                            <div class="openai_logit_bias_list_item">
+                                                <span class="token_id">666</span>
+                                                <span class="separator">:</span>
+                                                <span class="bias_value">-100</span>
+                                            </div>
+                                        </div>
+                                    </div>
+                                </div>
                             </div>
                         </div>
 
diff --git a/public/script.js b/public/script.js
index a98b27be1..a86767083 100644
--- a/public/script.js
+++ b/public/script.js
@@ -2118,6 +2118,10 @@ function changeMainAPI() {
         apiObj.apiRanges.css("display", isCurrentApi ? "block" : "none");
         apiObj.apiPresets.css("display", isCurrentApi ? "block" : "none");
 
+        if (isCurrentApi && apiName === "openai") {
+            apiObj.apiPresets.css("display", "flex");
+        }
+
         if (isCurrentApi && apiName === "kobold") {
             //console.log("enabling SP for kobold");
             $("#softprompt_block").css("display", "block");
diff --git a/public/style.css b/public/style.css
index dcb9ee965..01030c20d 100644
--- a/public/style.css
+++ b/public/style.css
@@ -2901,7 +2901,61 @@ filter: invert(20%) sepia(100%) saturate(2518%) hue-rotate(353deg) brightness(93
 
 .widthFreeExpand {width: unset;}
 
+#openai_api-presets {
+    display: flex;
+    flex-direction: row;
+    column-gap: 10px;
+}
 
+#openai_api-presets > div {
+    flex: 1;
+}
+
+#openai_api-presets select {
+    width: 100%;
+}
+
+#openai_logit_bias_text, .openai_logit_bias_range_block {
+    flex: 1;
+}
+
+.openai_logit_bias_form .range-block-counter {
+    margin-top: 0px;
+}
+
+.openai_logit_bias_form {
+    display: flex;
+    flex-direction: row;
+    column-gap: 10px;
+    align-items: center;
+}
+
+.openai_logit_bias_list {
+    display: flex;
+    flex-direction: row;
+    align-items: center;
+    column-gap: 10px;
+    flex-wrap: wrap;
+}
+
+.openai_logit_bias_list_item .separator {
+    margin: 0 3px;
+    display: block;
+    font-weight: 700;
+    font-size: 1.2em;
+}
+
+.openai_logit_bias_list_item {
+    display: flex;
+    flex-direction: row;
+    align-items: baseline;
+    background-color: var(--ivory);
+    color: var(--black100);
+    font-weight: 500;
+    border-radius: 20px;
+    min-height: fit-content;
+    padding: 3px 5px;
+}
 
 
 /* ---------- @media queries must always go at the bottom ------------*/