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blog.xml

@@ -377,9 +377,9 @@
 </section>
 <section id="tweets" class="level2">
 <h2 class="anchored" data-anchor-id="tweets">Tweets</h2>
-<p></p><div id="tweet-62108"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EAn engaging talk that left us all spellbound at \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E by our Speaker Kurian Benoy (\u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E) on &quot;OpenAI Whisper and it’s amazing power to do fine-tuning demonstrated in my mother-tongue&quot;. It was an exploration of the thrilling fusion of Python and innovation \uD83D\uDD25 \u003Ca href=\"https:\/\/t.co\/3deZLjJNiw\"\u003Epic.twitter.com\/3deZLjJNiw\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187?ref_src=twsrc%5Etfw\"\u003EOctober 1, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-62108").innerHTML = tweet["html"];</script><p></p>
-<p></p><div id="tweet-83219"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EA massive thank you to all the brilliant speakers of \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E! \uD83C\uDFA4 Your insights, knowledge and passion for Python has truly enriched our event \uD83D\uDE03\u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PythonForAll?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PythonForAll\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/CodeCollaborateCelebrate?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#CodeCollaborateCelebrate\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/TZSMJBT6Kp\"\u003Epic.twitter.com\/TZSMJBT6Kp\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040?ref_src=twsrc%5Etfw\"\u003EOctober 17, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-83219").innerHTML = tweet["html"];</script><p></p>
-<p></p><div id="tweet-63049"></div><script>tweet={"url":"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372","author_name":"Kavya Manohar (കാവ്യ)","author_url":"https:\/\/twitter.com\/kavya_manohar","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EThere has never been a benchmark for comparing Malayalam ASR models. Thank you \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/Ay84OGzxWn\"\u003Ehttps:\/\/t.co\/Ay84OGzxWn\u003C\/a\u003E\u003C\/p\u003E&mdash; Kavya Manohar (കാവ്യ) (@kavya_manohar) \u003Ca href=\"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372?ref_src=twsrc%5Etfw\"\u003EMarch 9, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-63049").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-17368"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EAn engaging talk that left us all spellbound at \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E by our Speaker Kurian Benoy (\u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E) on &quot;OpenAI Whisper and it’s amazing power to do fine-tuning demonstrated in my mother-tongue&quot;. It was an exploration of the thrilling fusion of Python and innovation \uD83D\uDD25 \u003Ca href=\"https:\/\/t.co\/3deZLjJNiw\"\u003Epic.twitter.com\/3deZLjJNiw\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187?ref_src=twsrc%5Etfw\"\u003EOctober 1, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-17368").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-68049"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EA massive thank you to all the brilliant speakers of \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E! \uD83C\uDFA4 Your insights, knowledge and passion for Python has truly enriched our event \uD83D\uDE03\u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PythonForAll?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PythonForAll\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/CodeCollaborateCelebrate?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#CodeCollaborateCelebrate\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/TZSMJBT6Kp\"\u003Epic.twitter.com\/TZSMJBT6Kp\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040?ref_src=twsrc%5Etfw\"\u003EOctober 17, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-68049").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-22982"></div><script>tweet={"url":"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372","author_name":"Kavya Manohar (കാവ്യ)","author_url":"https:\/\/twitter.com\/kavya_manohar","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EThere has never been a benchmark for comparing Malayalam ASR models. Thank you \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/Ay84OGzxWn\"\u003Ehttps:\/\/t.co\/Ay84OGzxWn\u003C\/a\u003E\u003C\/p\u003E&mdash; Kavya Manohar (കാവ്യ) (@kavya_manohar) \u003Ca href=\"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372?ref_src=twsrc%5Etfw\"\u003EMarch 9, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-22982").innerHTML = tweet["html"];</script><p></p>
 
 
 </section>
@@ -486,7 +486,7 @@
 <figcaption>This talk is not generated :D</figcaption>
 </figure>
 </div>
-<p></p><div id="tweet-80307"></div><script>tweet={"url":"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208","author_name":"FOSS United Kochi","author_url":"https:\/\/twitter.com\/FOSSUnitedKochi","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EBack to the talks again with \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E talking about fine-tuning OpenAI Whisper capabilities in his mother-tongue aka Malayalam \uD83E\uDD29 \u003Ca href=\"https:\/\/t.co\/m91FruuzqS\"\u003Epic.twitter.com\/m91FruuzqS\u003C\/a\u003E\u003C\/p\u003E&mdash; FOSS United Kochi (@FOSSUnitedKochi) \u003Ca href=\"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208?ref_src=twsrc%5Etfw\"\u003EJune 24, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-80307").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-27586"></div><script>tweet={"url":"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208","author_name":"FOSS United Kochi","author_url":"https:\/\/twitter.com\/FOSSUnitedKochi","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EBack to the talks again with \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E talking about fine-tuning OpenAI Whisper capabilities in his mother-tongue aka Malayalam \uD83E\uDD29 \u003Ca href=\"https:\/\/t.co\/m91FruuzqS\"\u003Epic.twitter.com\/m91FruuzqS\u003C\/a\u003E\u003C\/p\u003E&mdash; FOSS United Kochi (@FOSSUnitedKochi) \u003Ca href=\"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208?ref_src=twsrc%5Etfw\"\u003EJune 24, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-27586").innerHTML = tweet["html"];</script><p></p>
 
 
 </section>

posts/2022/2022-05-01-audiocnndemo.html

@@ -1006,7 +1006,7 @@ <h2 class="anchored" data-anchor-id="inference-function">Inference function</h2>
 <section id="conclusion" class="level2">
 <h2 class="anchored" data-anchor-id="conclusion">Conclusion</h2>
 <p>We trained a ML model which can identify with 54.4% accuracy to classify in a music file which genre it is. It’s not so bad for a baseline model. Dien Hoa Truong has shared some techniques which he learned during Kaggle competition with music genres.</p>
-<p></p><div id="tweet-82919"></div><script>tweet={"url":"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281","author_name":"Dien Hoa Truong","author_url":"https:\/\/twitter.com\/DienhoaT","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E[Machine Learning] Speed up your experiment so that you can try out a lot of ideas and find what works best for your problem. Below ⬇️ is what I have learned during the Kaggle competition with music genre\uD83C\uDFB6:\u003C\/p\u003E&mdash; Dien Hoa Truong (@DienhoaT) \u003Ca href=\"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281?ref_src=twsrc%5Etfw\"\u003EApril 30, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-82919").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-82504"></div><script>tweet={"url":"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281","author_name":"Dien Hoa Truong","author_url":"https:\/\/twitter.com\/DienhoaT","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E[Machine Learning] Speed up your experiment so that you can try out a lot of ideas and find what works best for your problem. Below ⬇️ is what I have learned during the Kaggle competition with music genre\uD83C\uDFB6:\u003C\/p\u003E&mdash; Dien Hoa Truong (@DienhoaT) \u003Ca href=\"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281?ref_src=twsrc%5Etfw\"\u003EApril 30, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-82504").innerHTML = tweet["html"];</script><p></p>
 <p>Thanks for reading :pray:</p>
 
 

posts/2022/2022-07-26-wandbbug.html

@@ -277,9 +277,9 @@ <h1 class="title">A strange bug when using fastai library with Weights &amp; Bia
 <span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Hence I learned this valuable lesson, which fixed my bug in inferencing code for <a href="https://twitter.com/kurianbenoy2/status/1543985447441145856">huggingface spaces which I was creating</a>.</p>
-<p></p><div id="tweet-96596"></div><script>tweet={"url":"https:\/\/twitter.com\/kurianbenoy2\/status\/1543985447441145856","author_name":"Kurian Benoy \uD83D\uDCBB","author_url":"https:\/\/twitter.com\/kurianbenoy2","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E\u003Ca href=\"https:\/\/twitter.com\/hashtag\/TIL?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#TIL\u003C\/a\u003E: It’s better to pass callbacks to fine_tune() and fit_one_cycle() method instead of passing directly to the learner object, to avoid unwanted effects when using your models for inference.\u003C\/p\u003E&mdash; Kurian Benoy \uD83D\uDCBB (@kurianbenoy2) \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2\/status\/1543985447441145856?ref_src=twsrc%5Etfw\"\u003EJuly 4, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-96596").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-53173"></div><script>tweet={"url":"https:\/\/twitter.com\/kurianbenoy2\/status\/1543985447441145856","author_name":"Kurian Benoy \uD83D\uDCBB","author_url":"https:\/\/twitter.com\/kurianbenoy2","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E\u003Ca href=\"https:\/\/twitter.com\/hashtag\/TIL?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#TIL\u003C\/a\u003E: It’s better to pass callbacks to fine_tune() and fit_one_cycle() method instead of passing directly to the learner object, to avoid unwanted effects when using your models for inference.\u003C\/p\u003E&mdash; Kurian Benoy \uD83D\uDCBB (@kurianbenoy2) \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2\/status\/1543985447441145856?ref_src=twsrc%5Etfw\"\u003EJuly 4, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-53173").innerHTML = tweet["html"];</script><p></p>
 <p><a href="https://twitter.com/TheZachMueller">Zach Mueller</a> also confirmed this is the case.</p>
-<p></p><div id="tweet-44475"></div><script>tweet={"url":"https:\/\/twitter.com\/TheZachMueller\/status\/1544297503771746309","author_name":"Zach Mueller","author_url":"https:\/\/twitter.com\/TheZachMueller","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EYup! Unless it&#39;s a callback designed to hang around, you should almost never tie it directly to the Learner\u003C\/p\u003E&mdash; Zach Mueller (@TheZachMueller) \u003Ca href=\"https:\/\/twitter.com\/TheZachMueller\/status\/1544297503771746309?ref_src=twsrc%5Etfw\"\u003EJuly 5, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-44475").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-73721"></div><script>tweet={"url":"https:\/\/twitter.com\/TheZachMueller\/status\/1544297503771746309","author_name":"Zach Mueller","author_url":"https:\/\/twitter.com\/TheZachMueller","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EYup! Unless it&#39;s a callback designed to hang around, you should almost never tie it directly to the Learner\u003C\/p\u003E&mdash; Zach Mueller (@TheZachMueller) \u003Ca href=\"https:\/\/twitter.com\/TheZachMueller\/status\/1544297503771746309?ref_src=twsrc%5Etfw\"\u003EJuly 5, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-73721").innerHTML = tweet["html"];</script><p></p>