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<!DOCTYPE html>
<html lang="en"><head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1"><!-- Begin Jekyll SEO tag v2.8.0 -->
<title>Blog | Svilen Todorov</title>
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<meta property="og:title" content="Blog" />
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<meta name="description" content="Personal site for Data Scientist and Machine Learning Engineer - Svilen Todorov" />
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<body><header class="site-header" role="banner">
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<a class="page-link" href="/blog">Blog</a>
<a class="page-link" href="/fiction">Fiction</a>
<a class="page-link" href="/about">About</a>
<!--<a class="page-link" href="/blog.html">Blog</a><a class="page-link" href="/fiction.html">Fiction</a><a class="page-link" href="/rps/">RPS</a>-->
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<div class="wrapper">
<div class="blog">
<h2 class="post-list-heading">Posts</h2>
<ul class="post-list"><li><span class="post-meta">Apr 10, 2025</span>
<a class="post-link" style="font-size:20px" href="/blog/my-day-2035/">
My day in 2035
</a><li><span class="post-meta">Mar 22, 2023</span>
<a class="post-link" style="font-size:20px" href="/blog/three-factors-framework/">
Simple Three Factors Framework for Goal Achievement
</a><li><span class="post-meta">Mar 20, 2023</span>
<a class="post-link" style="font-size:20px" href="/blog/chess-e4-vs-d4/">
Exploring Lichess data on improvement using e4 vs d4 and blitz vs rapid
</a><li><span class="post-meta">Jul 21, 2021</span>
<a class="post-link" style="font-size:20px" href="/fiction/as-many-times/">
As Many Times As It Takes
</a><li><span class="post-meta">Jul 8, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/lowres-highres/">
The Unwatchability of Yesterday's Videos Today and the Promise of Tomorrow
</a><li><span class="post-meta">Mar 27, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/stylegan-for-evil/">
StyleGAN for Evil: Trypophobia and Clockwork Oranging
</a><li><span class="post-meta">Mar 18, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/reformer-99m/">
Training Google's Reformer - takeaways, code, and weights
</a><li><span class="post-meta">Feb 8, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/colab-tips/">
Tips and Pain Point Workarounds for Machine Learning Work in Google Colab
</a><li><span class="post-meta">Jan 23, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/gpt-15b-chat-finetune/">
Talking to Myself or How I Trained GPT2-1.5b for Rubber Ducking using My Facebook Chat Data
</a><li><span class="post-meta">Jan 19, 2020</span>
<a class="post-link" style="font-size:20px" href="/blog/bad-search/">
How is search so goddamn bad? A ‘Case Study’
</a><li><span class="post-meta">May 8, 2019</span>
<a class="post-link" style="font-size:20px" href="/blog/gpt-345M-finetune/">
Fine-tunning OpenAI's (Larger) GPT-2-345M on Conversation data (Update)
</a><li><span class="post-meta">Apr 29, 2019</span>
<a class="post-link" style="font-size:20px" href="/blog/human-imitating-task/">
A Proposed Task for Training a Human-Imitating System as a Benchmark and Potential Part of The Road to AGI
</a><li><span class="post-meta">Mar 22, 2019</span>
<a class="post-link" style="font-size:20px" href="/blog/add-layers/">
Adding Layers to the middle of a pre-trained network whithout invalidating the weights
</a><li><span class="post-meta">Mar 12, 2019</span>
<a class="post-link" style="font-size:20px" href="/blog/gpt-finetune/">
Generating Fake Conversations by fine-tunning OpenAI's GPT-2 on data from Facebook Messenger
</a><li><span class="post-meta">Jul 31, 2018</span>
<a class="post-link" style="font-size:20px" href="/blog/rps/">
Building an in-browser Rock Paper Scissors Neural Network capable of beating humans
</a></ul>
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<p>Personal site for Data Scientist and Machine Learning Engineer - Svilen Todorov</p>
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