Upload folder using huggingface_hub

note_test_override.html

@@ -3711,137 +3711,137 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
     </div>
     
     <div class="main-content">
-        <h1>Reference kernel</h1>
-<div class="cell cell-failed" id="cell-setup2">
+        <div class="cell cell-failed" id="cell-setup">
 <div class="cell-header">
 <span class="collapse-indicators">
-<span onclick="toggleCode('setup2')" style="cursor: pointer;">▼ code</span> 
-<span onclick="toggleOutput('setup2')" style="cursor: pointer;">▼ output</span>
- <span id="uv-indicator-setup2" onclick="toggleUvLogsFromHeader('setup2')" style="cursor: pointer;">▶ uv-logs</span>
+<span onclick="toggleCode('setup')" style="cursor: pointer;">▼ code</span> 
+<span onclick="toggleOutput('setup')" style="cursor: pointer;">▼ output</span>
+ <span id="uv-indicator-setup" onclick="toggleUvLogsFromHeader('setup')" style="cursor: pointer;">▶ uv-logs</span>
 </span> | 
-Cell: setup2 | 99.84s | FAILED
- | <button class="run-btn" onclick="runCell('setup2')">▶ run</button>
-<button class="copy-btn" onclick="copyCell('setup2')">Copy</button>
-<a href="cells/setup2.py" target="_blank" class="raw-btn">Raw</a>
+Cell: setup | 99.80s | FAILED
+ | <button class="run-btn" onclick="runCell('setup')">▶ run</button>
+<button class="copy-btn" onclick="copyCell('setup')">Copy</button>
+<a href="cells/setup.py" target="_blank" class="raw-btn">Raw</a>
 </div>
-<div id="code-setup2" class="cell-code" data-lines="115">
+<div id="code-setup" class="cell-code" data-lines="116">
 <div class="highlight-with-lines">
-<div class="line-numbers" id="lines-setup2">
-<a class="line-number" data-cell="setup2" data-line="1" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 1, true);">1</a>
-<a class="line-number" data-cell="setup2" data-line="2" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 2, true);">2</a>
-<a class="line-number" data-cell="setup2" data-line="3" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 3, true);">3</a>
-<a class="line-number" data-cell="setup2" data-line="4" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 4, true);">4</a>
-<a class="line-number" data-cell="setup2" data-line="5" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 5, true);">5</a>
-<a class="line-number" data-cell="setup2" data-line="6" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 6, true);">6</a>
-<a class="line-number" data-cell="setup2" data-line="7" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 7, true);">7</a>
-<a class="line-number" data-cell="setup2" data-line="8" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 8, true);">8</a>
-<a class="line-number" data-cell="setup2" data-line="9" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 9, true);">9</a>
-<a class="line-number" data-cell="setup2" data-line="10" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 10, true);">10</a>
-<a class="line-number" data-cell="setup2" data-line="11" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 11, true);">11</a>
-<a class="line-number" data-cell="setup2" data-line="12" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 12, true);">12</a>
-<a class="line-number" data-cell="setup2" data-line="13" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 13, true);">13</a>
-<a class="line-number" data-cell="setup2" data-line="14" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 14, true);">14</a>
-<a class="line-number" data-cell="setup2" data-line="15" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 15, true);">15</a>
-<a class="line-number" data-cell="setup2" data-line="16" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 16, true);">16</a>
-<a class="line-number" data-cell="setup2" data-line="17" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 17, true);">17</a>
-<a class="line-number" data-cell="setup2" data-line="18" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 18, true);">18</a>
-<a class="line-number" data-cell="setup2" data-line="19" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 19, true);">19</a>
-<a class="line-number" data-cell="setup2" data-line="20" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 20, true);">20</a>
-<a class="line-number" data-cell="setup2" data-line="21" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 21, true);">21</a>
-<a class="line-number" data-cell="setup2" data-line="22" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 22, true);">22</a>
-<a class="line-number" data-cell="setup2" data-line="23" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 23, true);">23</a>
-<a class="line-number" data-cell="setup2" data-line="24" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 24, true);">24</a>
-<a class="line-number" data-cell="setup2" data-line="25" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 25, true);">25</a>
-<a class="line-number" data-cell="setup2" data-line="26" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 26, true);">26</a>
-<a class="line-number" data-cell="setup2" data-line="27" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 27, true);">27</a>
-<a class="line-number" data-cell="setup2" data-line="28" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 28, true);">28</a>
-<a class="line-number" data-cell="setup2" data-line="29" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 29, true);">29</a>
-<a class="line-number" data-cell="setup2" data-line="30" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 30, true);">30</a>
-<a class="line-number" data-cell="setup2" data-line="31" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 31, true);">31</a>
-<a class="line-number" data-cell="setup2" data-line="32" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 32, true);">32</a>
-<a class="line-number" data-cell="setup2" data-line="33" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 33, true);">33</a>
-<a class="line-number" data-cell="setup2" data-line="34" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 34, true);">34</a>
-<a class="line-number" data-cell="setup2" data-line="35" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 35, true);">35</a>
-<a class="line-number" data-cell="setup2" data-line="36" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 36, true);">36</a>
-<a class="line-number" data-cell="setup2" data-line="37" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 37, true);">37</a>
-<a class="line-number" data-cell="setup2" data-line="38" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 38, true);">38</a>
-<a class="line-number" data-cell="setup2" data-line="39" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 39, true);">39</a>
-<a class="line-number" data-cell="setup2" data-line="40" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 40, true);">40</a>
-<a class="line-number" data-cell="setup2" data-line="41" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 41, true);">41</a>
-<a class="line-number" data-cell="setup2" data-line="42" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 42, true);">42</a>
-<a class="line-number" data-cell="setup2" data-line="43" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 43, true);">43</a>
-<a class="line-number" data-cell="setup2" data-line="44" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 44, true);">44</a>
-<a class="line-number" data-cell="setup2" data-line="45" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 45, true);">45</a>
-<a class="line-number" data-cell="setup2" data-line="46" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 46, true);">46</a>
-<a class="line-number" data-cell="setup2" data-line="47" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 47, true);">47</a>
-<a class="line-number" data-cell="setup2" data-line="48" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 48, true);">48</a>
-<a class="line-number" data-cell="setup2" data-line="49" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 49, true);">49</a>
-<a class="line-number" data-cell="setup2" data-line="50" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 50, true);">50</a>
-<a class="line-number" data-cell="setup2" data-line="51" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 51, true);">51</a>
-<a class="line-number" data-cell="setup2" data-line="52" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 52, true);">52</a>
-<a class="line-number" data-cell="setup2" data-line="53" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 53, true);">53</a>
-<a class="line-number" data-cell="setup2" data-line="54" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 54, true);">54</a>
-<a class="line-number" data-cell="setup2" data-line="55" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 55, true);">55</a>
-<a class="line-number" data-cell="setup2" data-line="56" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 56, true);">56</a>
-<a class="line-number" data-cell="setup2" data-line="57" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 57, true);">57</a>
-<a class="line-number" data-cell="setup2" data-line="58" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 58, true);">58</a>
-<a class="line-number" data-cell="setup2" data-line="59" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 59, true);">59</a>
-<a class="line-number" data-cell="setup2" data-line="60" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 60, true);">60</a>
-<a class="line-number" data-cell="setup2" data-line="61" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 61, true);">61</a>
-<a class="line-number" data-cell="setup2" data-line="62" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 62, true);">62</a>
-<a class="line-number" data-cell="setup2" data-line="63" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 63, true);">63</a>
-<a class="line-number" data-cell="setup2" data-line="64" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 64, true);">64</a>
-<a class="line-number" data-cell="setup2" data-line="65" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 65, true);">65</a>
-<a class="line-number" data-cell="setup2" data-line="66" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 66, true);">66</a>
-<a class="line-number" data-cell="setup2" data-line="67" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 67, true);">67</a>
-<a class="line-number" data-cell="setup2" data-line="68" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 68, true);">68</a>
-<a class="line-number" data-cell="setup2" data-line="69" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 69, true);">69</a>
-<a class="line-number" data-cell="setup2" data-line="70" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 70, true);">70</a>
-<a class="line-number" data-cell="setup2" data-line="71" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 71, true);">71</a>
-<a class="line-number" data-cell="setup2" data-line="72" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 72, true);">72</a>
-<a class="line-number" data-cell="setup2" data-line="73" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 73, true);">73</a>
-<a class="line-number" data-cell="setup2" data-line="74" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 74, true);">74</a>
-<a class="line-number" data-cell="setup2" data-line="75" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 75, true);">75</a>
-<a class="line-number" data-cell="setup2" data-line="76" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 76, true);">76</a>
-<a class="line-number" data-cell="setup2" data-line="77" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 77, true);">77</a>
-<a class="line-number" data-cell="setup2" data-line="78" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 78, true);">78</a>
-<a class="line-number" data-cell="setup2" data-line="79" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 79, true);">79</a>
-<a class="line-number" data-cell="setup2" data-line="80" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 80, true);">80</a>
-<a class="line-number" data-cell="setup2" data-line="81" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 81, true);">81</a>
-<a class="line-number" data-cell="setup2" data-line="82" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 82, true);">82</a>
-<a class="line-number" data-cell="setup2" data-line="83" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 83, true);">83</a>
-<a class="line-number" data-cell="setup2" data-line="84" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 84, true);">84</a>
-<a class="line-number" data-cell="setup2" data-line="85" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 85, true);">85</a>
-<a class="line-number" data-cell="setup2" data-line="86" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 86, true);">86</a>
-<a class="line-number" data-cell="setup2" data-line="87" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 87, true);">87</a>
-<a class="line-number" data-cell="setup2" data-line="88" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 88, true);">88</a>
-<a class="line-number" data-cell="setup2" data-line="89" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 89, true);">89</a>
-<a class="line-number" data-cell="setup2" data-line="90" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 90, true);">90</a>
-<a class="line-number" data-cell="setup2" data-line="91" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 91, true);">91</a>
-<a class="line-number" data-cell="setup2" data-line="92" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 92, true);">92</a>
-<a class="line-number" data-cell="setup2" data-line="93" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 93, true);">93</a>
-<a class="line-number" data-cell="setup2" data-line="94" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 94, true);">94</a>
-<a class="line-number" data-cell="setup2" data-line="95" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 95, true);">95</a>
-<a class="line-number" data-cell="setup2" data-line="96" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 96, true);">96</a>
-<a class="line-number" data-cell="setup2" data-line="97" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 97, true);">97</a>
-<a class="line-number" data-cell="setup2" data-line="98" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 98, true);">98</a>
-<a class="line-number" data-cell="setup2" data-line="99" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 99, true);">99</a>
-<a class="line-number" data-cell="setup2" data-line="100" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 100, true);">100</a>
-<a class="line-number" data-cell="setup2" data-line="101" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 101, true);">101</a>
-<a class="line-number" data-cell="setup2" data-line="102" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 102, true);">102</a>
-<a class="line-number" data-cell="setup2" data-line="103" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 103, true);">103</a>
-<a class="line-number" data-cell="setup2" data-line="104" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 104, true);">104</a>
-<a class="line-number" data-cell="setup2" data-line="105" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 105, true);">105</a>
-<a class="line-number" data-cell="setup2" data-line="106" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 106, true);">106</a>
-<a class="line-number" data-cell="setup2" data-line="107" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 107, true);">107</a>
-<a class="line-number" data-cell="setup2" data-line="108" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 108, true);">108</a>
-<a class="line-number" data-cell="setup2" data-line="109" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 109, true);">109</a>
-<a class="line-number" data-cell="setup2" data-line="110" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 110, true);">110</a>
-<a class="line-number" data-cell="setup2" data-line="111" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 111, true);">111</a>
-<a class="line-number" data-cell="setup2" data-line="112" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 112, true);">112</a>
-<a class="line-number" data-cell="setup2" data-line="113" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 113, true);">113</a>
-<a class="line-number" data-cell="setup2" data-line="114" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 114, true);">114</a>
-<a class="line-number" data-cell="setup2" data-line="115" href="#cell-setup2" onclick="event.preventDefault(); selectCellLine('setup2', 115, true);">115</a>
+<div class="line-numbers" id="lines-setup">
+<a class="line-number" data-cell="setup" data-line="1" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 1, true);">1</a>
+<a class="line-number" data-cell="setup" data-line="2" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 2, true);">2</a>
+<a class="line-number" data-cell="setup" data-line="3" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 3, true);">3</a>
+<a class="line-number" data-cell="setup" data-line="4" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 4, true);">4</a>
+<a class="line-number" data-cell="setup" data-line="5" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 5, true);">5</a>
+<a class="line-number" data-cell="setup" data-line="6" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 6, true);">6</a>
+<a class="line-number" data-cell="setup" data-line="7" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 7, true);">7</a>
+<a class="line-number" data-cell="setup" data-line="8" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 8, true);">8</a>
+<a class="line-number" data-cell="setup" data-line="9" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 9, true);">9</a>
+<a class="line-number" data-cell="setup" data-line="10" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 10, true);">10</a>
+<a class="line-number" data-cell="setup" data-line="11" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 11, true);">11</a>
+<a class="line-number" data-cell="setup" data-line="12" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 12, true);">12</a>
+<a class="line-number" data-cell="setup" data-line="13" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 13, true);">13</a>
+<a class="line-number" data-cell="setup" data-line="14" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 14, true);">14</a>
+<a class="line-number" data-cell="setup" data-line="15" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 15, true);">15</a>
+<a class="line-number" data-cell="setup" data-line="16" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 16, true);">16</a>
+<a class="line-number" data-cell="setup" data-line="17" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 17, true);">17</a>
+<a class="line-number" data-cell="setup" data-line="18" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 18, true);">18</a>
+<a class="line-number" data-cell="setup" data-line="19" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 19, true);">19</a>
+<a class="line-number" data-cell="setup" data-line="20" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 20, true);">20</a>
+<a class="line-number" data-cell="setup" data-line="21" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 21, true);">21</a>
+<a class="line-number" data-cell="setup" data-line="22" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 22, true);">22</a>
+<a class="line-number" data-cell="setup" data-line="23" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 23, true);">23</a>
+<a class="line-number" data-cell="setup" data-line="24" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 24, true);">24</a>
+<a class="line-number" data-cell="setup" data-line="25" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 25, true);">25</a>
+<a class="line-number" data-cell="setup" data-line="26" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 26, true);">26</a>
+<a class="line-number" data-cell="setup" data-line="27" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 27, true);">27</a>
+<a class="line-number" data-cell="setup" data-line="28" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 28, true);">28</a>
+<a class="line-number" data-cell="setup" data-line="29" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 29, true);">29</a>
+<a class="line-number" data-cell="setup" data-line="30" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 30, true);">30</a>
+<a class="line-number" data-cell="setup" data-line="31" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 31, true);">31</a>
+<a class="line-number" data-cell="setup" data-line="32" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 32, true);">32</a>
+<a class="line-number" data-cell="setup" data-line="33" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 33, true);">33</a>
+<a class="line-number" data-cell="setup" data-line="34" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 34, true);">34</a>
+<a class="line-number" data-cell="setup" data-line="35" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 35, true);">35</a>
+<a class="line-number" data-cell="setup" data-line="36" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 36, true);">36</a>
+<a class="line-number" data-cell="setup" data-line="37" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 37, true);">37</a>
+<a class="line-number" data-cell="setup" data-line="38" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 38, true);">38</a>
+<a class="line-number" data-cell="setup" data-line="39" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 39, true);">39</a>
+<a class="line-number" data-cell="setup" data-line="40" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 40, true);">40</a>
+<a class="line-number" data-cell="setup" data-line="41" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 41, true);">41</a>
+<a class="line-number" data-cell="setup" data-line="42" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 42, true);">42</a>
+<a class="line-number" data-cell="setup" data-line="43" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 43, true);">43</a>
+<a class="line-number" data-cell="setup" data-line="44" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 44, true);">44</a>
+<a class="line-number" data-cell="setup" data-line="45" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 45, true);">45</a>
+<a class="line-number" data-cell="setup" data-line="46" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 46, true);">46</a>
+<a class="line-number" data-cell="setup" data-line="47" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 47, true);">47</a>
+<a class="line-number" data-cell="setup" data-line="48" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 48, true);">48</a>
+<a class="line-number" data-cell="setup" data-line="49" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 49, true);">49</a>
+<a class="line-number" data-cell="setup" data-line="50" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 50, true);">50</a>
+<a class="line-number" data-cell="setup" data-line="51" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 51, true);">51</a>
+<a class="line-number" data-cell="setup" data-line="52" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 52, true);">52</a>
+<a class="line-number" data-cell="setup" data-line="53" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 53, true);">53</a>
+<a class="line-number" data-cell="setup" data-line="54" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 54, true);">54</a>
+<a class="line-number" data-cell="setup" data-line="55" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 55, true);">55</a>
+<a class="line-number" data-cell="setup" data-line="56" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 56, true);">56</a>
+<a class="line-number" data-cell="setup" data-line="57" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 57, true);">57</a>
+<a class="line-number" data-cell="setup" data-line="58" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 58, true);">58</a>
+<a class="line-number" data-cell="setup" data-line="59" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 59, true);">59</a>
+<a class="line-number" data-cell="setup" data-line="60" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 60, true);">60</a>
+<a class="line-number" data-cell="setup" data-line="61" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 61, true);">61</a>
+<a class="line-number" data-cell="setup" data-line="62" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 62, true);">62</a>
+<a class="line-number" data-cell="setup" data-line="63" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 63, true);">63</a>
+<a class="line-number" data-cell="setup" data-line="64" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 64, true);">64</a>
+<a class="line-number" data-cell="setup" data-line="65" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 65, true);">65</a>
+<a class="line-number" data-cell="setup" data-line="66" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 66, true);">66</a>
+<a class="line-number" data-cell="setup" data-line="67" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 67, true);">67</a>
+<a class="line-number" data-cell="setup" data-line="68" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 68, true);">68</a>
+<a class="line-number" data-cell="setup" data-line="69" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 69, true);">69</a>
+<a class="line-number" data-cell="setup" data-line="70" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 70, true);">70</a>
+<a class="line-number" data-cell="setup" data-line="71" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 71, true);">71</a>
+<a class="line-number" data-cell="setup" data-line="72" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 72, true);">72</a>
+<a class="line-number" data-cell="setup" data-line="73" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 73, true);">73</a>
+<a class="line-number" data-cell="setup" data-line="74" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 74, true);">74</a>
+<a class="line-number" data-cell="setup" data-line="75" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 75, true);">75</a>
+<a class="line-number" data-cell="setup" data-line="76" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 76, true);">76</a>
+<a class="line-number" data-cell="setup" data-line="77" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 77, true);">77</a>
+<a class="line-number" data-cell="setup" data-line="78" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 78, true);">78</a>
+<a class="line-number" data-cell="setup" data-line="79" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 79, true);">79</a>
+<a class="line-number" data-cell="setup" data-line="80" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 80, true);">80</a>
+<a class="line-number" data-cell="setup" data-line="81" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 81, true);">81</a>
+<a class="line-number" data-cell="setup" data-line="82" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 82, true);">82</a>
+<a class="line-number" data-cell="setup" data-line="83" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 83, true);">83</a>
+<a class="line-number" data-cell="setup" data-line="84" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 84, true);">84</a>
+<a class="line-number" data-cell="setup" data-line="85" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 85, true);">85</a>
+<a class="line-number" data-cell="setup" data-line="86" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 86, true);">86</a>
+<a class="line-number" data-cell="setup" data-line="87" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 87, true);">87</a>
+<a class="line-number" data-cell="setup" data-line="88" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 88, true);">88</a>
+<a class="line-number" data-cell="setup" data-line="89" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 89, true);">89</a>
+<a class="line-number" data-cell="setup" data-line="90" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 90, true);">90</a>
+<a class="line-number" data-cell="setup" data-line="91" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 91, true);">91</a>
+<a class="line-number" data-cell="setup" data-line="92" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 92, true);">92</a>
+<a class="line-number" data-cell="setup" data-line="93" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 93, true);">93</a>
+<a class="line-number" data-cell="setup" data-line="94" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 94, true);">94</a>
+<a class="line-number" data-cell="setup" data-line="95" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 95, true);">95</a>
+<a class="line-number" data-cell="setup" data-line="96" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 96, true);">96</a>
+<a class="line-number" data-cell="setup" data-line="97" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 97, true);">97</a>
+<a class="line-number" data-cell="setup" data-line="98" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 98, true);">98</a>
+<a class="line-number" data-cell="setup" data-line="99" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 99, true);">99</a>
+<a class="line-number" data-cell="setup" data-line="100" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 100, true);">100</a>
+<a class="line-number" data-cell="setup" data-line="101" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 101, true);">101</a>
+<a class="line-number" data-cell="setup" data-line="102" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 102, true);">102</a>
+<a class="line-number" data-cell="setup" data-line="103" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 103, true);">103</a>
+<a class="line-number" data-cell="setup" data-line="104" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 104, true);">104</a>
+<a class="line-number" data-cell="setup" data-line="105" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 105, true);">105</a>
+<a class="line-number" data-cell="setup" data-line="106" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 106, true);">106</a>
+<a class="line-number" data-cell="setup" data-line="107" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 107, true);">107</a>
+<a class="line-number" data-cell="setup" data-line="108" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 108, true);">108</a>
+<a class="line-number" data-cell="setup" data-line="109" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 109, true);">109</a>
+<a class="line-number" data-cell="setup" data-line="110" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 110, true);">110</a>
+<a class="line-number" data-cell="setup" data-line="111" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 111, true);">111</a>
+<a class="line-number" data-cell="setup" data-line="112" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 112, true);">112</a>
+<a class="line-number" data-cell="setup" data-line="113" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 113, true);">113</a>
+<a class="line-number" data-cell="setup" data-line="114" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 114, true);">114</a>
+<a class="line-number" data-cell="setup" data-line="115" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 115, true);">115</a>
+<a class="line-number" data-cell="setup" data-line="116" href="#cell-setup" onclick="event.preventDefault(); selectCellLine('setup', 116, true);">116</a>
 </div>
 <div class="code-wrap">
 <div class="highlight"><pre><span></span><span class="c1"># /// script</span>
@@ -3910,6 +3910,7 @@ Cell: setup2 | 99.84s | FAILED
 
 <span class="kn">from</span><span class="w"> </span><span class="nn">transformers.models.gpt_oss.modeling_gpt_oss</span><span class="w"> </span><span class="kn">import</span> <span class="n">GptOssMLP</span><span class="p">,</span> <span class="n">GptOssRMSNorm</span>
 
+<span class="n">replace_kernel_forward_from_hub</span><span class="p">(</span><span class="n">GptOssMLP</span><span class="p">,</span> <span class="s2">&quot;Yamoe&quot;</span><span class="p">)</span>  <span class="c1"># direct, type-safe</span>
 <span class="n">replace_kernel_forward_from_hub</span><span class="p">(</span><span class="n">GptOssRMSNorm</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>  <span class="c1"># direct, type-safe</span>
 <span class="n">custom_mapping</span> <span class="o">=</span> <span class="p">{</span>
     <span class="s2">&quot;Yamoe&quot;</span><span class="p">:</span> <span class="p">{</span>
@@ -3961,44 +3962,44 @@ Cell: setup2 | 99.84s | FAILED
 <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Generation took </span><span class="si">{</span><span class="n">end_time</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">start_time</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2"> seconds&quot;</span><span class="p">)</span>
 </pre></div>
 
-<div class="code-line-highlight" id="line-highlight-setup2"></div>
+<div class="code-line-highlight" id="line-highlight-setup"></div>
 </div>
 </div>
 </div>
-<div id="output-setup2" class="cell-output">
-<div class="uv-install-logs" id="uv-logs-setup2">
+<div id="output-setup" class="cell-output">
+<div class="uv-install-logs" id="uv-logs-setup">
 <div class="uv-logs-header" onclick="toggleUvLogs(this)">▶ UV Install Logs</div>
 <div class="uv-logs-content" style="display: none;">
 Downloading cpython-3.13.7-linux-x86_64-gnu (download) (32.0MiB)
  Downloading cpython-3.13.7-linux-x86_64-gnu (download)
    Updating https://github.com/huggingface/transformers.git (HEAD)
     Updated https://github.com/huggingface/transformers.git (99b0995138c17ef953959c70f35cb2bdc41111a2)
-   Building transformers @ git+https://github.com/huggingface/transformers.git@99b0995138c17ef953959c70f35cb2bdc41111a2
-Downloading fonttools (4.7MiB)
-Downloading pillow (6.3MiB)
-Downloading sympy (6.0MiB)
 Downloading nvidia-cublas-cu12 (566.8MiB)
-Downloading jedi (1.5MiB)
-Downloading hf-xet (3.0MiB)
-Downloading pygments (1.2MiB)
-Downloading nvidia-curand-cu12 (60.7MiB)
-Downloading networkx (1.9MiB)
-Downloading nvidia-cudnn-cu12 (674.0MiB)
-Downloading kiwisolver (1.4MiB)
+   Building transformers @ git+https://github.com/huggingface/transformers.git@99b0995138c17ef953959c70f35cb2bdc41111a2
 Downloading nvidia-cufile-cu12 (1.1MiB)
-Downloading tokenizers (3.1MiB)
-Downloading numpy (15.9MiB)
-Downloading nvidia-cuda-cupti-cu12 (9.8MiB)
-Downloading nvidia-cusolver-cu12 (255.1MiB)
+Downloading jedi (1.5MiB)
+Downloading nvidia-cusparselt-cu12 (273.9MiB)
 Downloading nvidia-cuda-nvrtc-cu12 (84.0MiB)
-Downloading nvidia-nvjitlink-cu12 (37.4MiB)
-Downloading matplotlib (8.3MiB)
 Downloading nvidia-cusparse-cu12 (274.9MiB)
-Downloading nvidia-cusparselt-cu12 (273.9MiB)
+Downloading sympy (6.0MiB)
+Downloading nvidia-cusolver-cu12 (255.1MiB)
+Downloading hf-xet (3.0MiB)
 Downloading nvidia-cufft-cu12 (184.2MiB)
+Downloading nvidia-cudnn-cu12 (674.0MiB)
+Downloading networkx (1.9MiB)
+Downloading numpy (15.9MiB)
+Downloading torch (846.8MiB)
+Downloading pillow (6.3MiB)
 Downloading nvidia-nccl-cu12 (307.4MiB)
+Downloading nvidia-nvjitlink-cu12 (37.4MiB)
+Downloading pygments (1.2MiB)
+Downloading nvidia-curand-cu12 (60.7MiB)
+Downloading nvidia-cuda-cupti-cu12 (9.8MiB)
+Downloading tokenizers (3.1MiB)
 Downloading triton (148.4MiB)
-Downloading torch (846.8MiB)
+Downloading matplotlib (8.3MiB)
+Downloading fonttools (4.7MiB)
+Downloading kiwisolver (1.4MiB)
  Downloading nvidia-cufile-cu12
  Downloading kiwisolver
  Downloading pygments
@@ -4011,8 +4012,8 @@ Downloading torch (846.8MiB)
  Downloading nvidia-cuda-cupti-cu12
  Downloading numpy
  Downloading sympy
-      Built transformers @ git+https://github.com/huggingface/transformers.git@99b0995138c17ef953959c70f35cb2bdc41111a2
  Downloading nvidia-nvjitlink-cu12
+      Built transformers @ git+https://github.com/huggingface/transformers.git@99b0995138c17ef953959c70f35cb2bdc41111a2
  Downloading jedi
  Downloading nvidia-curand-cu12
  Downloading nvidia-cuda-nvrtc-cu12
@@ -4025,22 +4026,22 @@ Downloading torch (846.8MiB)
  Downloading nvidia-cublas-cu12
  Downloading nvidia-cudnn-cu12
  Downloading torch
-Installed 69 packages in 472ms
+Installed 69 packages in 465ms
 </div>
 </div>
 <div class="cell-stderr">Fetching 3 files:   0%|          | 0/3 [00:00&lt;?, ?it/s]
-Fetching 3 files:  33%|███▎      | 1/3 [00:14&lt;00:29, 14.90s/it]
-Fetching 3 files:  67%|██████▋   | 2/3 [00:17&lt;00:07,  7.76s/it]
-Fetching 3 files: 100%|██████████| 3/3 [00:17&lt;00:00,  5.89s/it]
+Fetching 3 files:  33%|███▎      | 1/3 [00:15&lt;00:31, 15.83s/it]
+Fetching 3 files:  67%|██████▋   | 2/3 [00:18&lt;00:08,  8.05s/it]
+Fetching 3 files: 100%|██████████| 3/3 [00:18&lt;00:00,  6.14s/it]
 You are using full precision kernels, we will dequantize the model to bf16. To use the quantized model with quantization kernels, please set use_kernels=False
 INFO:accelerate.utils.modeling:We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk).
 
 Loading checkpoint shards:   0%|          | 0/3 [00:00&lt;?, ?it/s]
-Loading checkpoint shards:  33%|███▎      | 1/3 [00:07&lt;00:14,  7.47s/it]
-Loading checkpoint shards:  67%|██████▋   | 2/3 [00:14&lt;00:07,  7.28s/it]
-Loading checkpoint shards:  67%|██████▋   | 2/3 [00:14&lt;00:07,  7.46s/it]
+Loading checkpoint shards:  33%|███▎      | 1/3 [00:07&lt;00:15,  7.50s/it]
+Loading checkpoint shards:  67%|██████▋   | 2/3 [00:14&lt;00:07,  7.33s/it]
+Loading checkpoint shards:  67%|██████▋   | 2/3 [00:15&lt;00:07,  7.51s/it]
 Traceback (most recent call last):
-  File &quot;/tmp/uvnote_gcl2d6qz/.uvnote/cells/setup2.py&quot;, line 82, in &lt;module&gt;
+  File &quot;/tmp/uvnote_5cbrsnjg/.uvnote/cells/setup.py&quot;, line 83, in &lt;module&gt;
     model = GptOssForCausalLM.from_pretrained(
             ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
         model_id,
@@ -4050,9 +4051,9 @@ Traceback (most recent call last):
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
     ).eval()
     ^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 285, in _wrapper
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 285, in _wrapper
     return func(*args, **kwargs)
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 5035, in from_pretrained
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 5035, in from_pretrained
     ) = cls._load_pretrained_model(
         ~~~~~~~~~~~~~~~~~~~~~~~~~~^
         model,
@@ -4062,10 +4063,10 @@ Traceback (most recent call last):
         ^^^^^^^^^^^^^^^^^^^^^^^^^^
     )
     ^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 5488, in _load_pretrained_model
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 5488, in _load_pretrained_model
     _error_msgs, disk_offload_index, cpu_offload_index = load_shard_file(args)
                                                          ~~~~~~~~~~~~~~~^^^^^^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 932, in load_shard_file
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 932, in load_shard_file
     disk_offload_index, cpu_offload_index = _load_state_dict_into_meta_model(
                                             ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
         model_to_load,
@@ -4075,25 +4076,27 @@ Traceback (most recent call last):
         ^^^^^^^^^^^^^^^^^^^^^^^^
     )
     ^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/torch/utils/_contextlib.py&quot;, line 120, in decorate_context
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/torch/utils/_contextlib.py&quot;, line 120, in decorate_context
     return func(*args, **kwargs)
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 840, in _load_state_dict_into_meta_model
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/modeling_utils.py&quot;, line 840, in _load_state_dict_into_meta_model
     hf_quantizer.create_quantized_param(
     ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^
         model, param, param_name, param_device, state_dict, unexpected_keys
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
     )
     ^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/quantizers/quantizer_mxfp4.py&quot;, line 249, in create_quantized_param
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/quantizers/quantizer_mxfp4.py&quot;, line 249, in create_quantized_param
     dequantize(module, param_name, param_value, target_device, dq_param_name, **shard_kwargs)
     ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/integrations/mxfp4.py&quot;, line 329, in dequantize
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/integrations/mxfp4.py&quot;, line 329, in dequantize
     dequantized = convert_moe_packed_tensors(getattr(module, blocks_attr), getattr(module, scales_attr))
-  File &quot;/tmp/uvnote-run-snv7hjt1/home/.cache/uv/environments-v2/setup2-2b58a6e1ef638261/lib/python3.13/site-packages/transformers/integrations/mxfp4.py&quot;, line 117, in convert_moe_packed_tensors
+  File &quot;/tmp/uvnote-run-vr4catz8/home/.cache/uv/environments-v2/setup-4117b8f0d0f9a3df/lib/python3.13/site-packages/transformers/integrations/mxfp4.py&quot;, line 117, in convert_moe_packed_tensors
     idx_hi = (blk &gt;&gt; 4).to(torch.long)
-torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.98 GiB. GPU 0 has a total capacity of 22.30 GiB of which 1.69 GiB is free. Process 38244 has 20.61 GiB memory in use. Of the allocated memory 17.37 GiB is allocated by PyTorch, and 2.96 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)</div>
+torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.98 GiB. GPU 0 has a total capacity of 22.30 GiB of which 1.69 GiB is free. Process 43404 has 20.61 GiB memory in use. Of the allocated memory 17.37 GiB is allocated by PyTorch, and 2.96 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)</div>
 </div>
 </div>
+
+<h1>Reference kernel</h1>
     </div>
     
 </body>