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<title>Sid-GPT</title>
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<h1>Sid-GPT</h1>
<div class="sub">A 92M-parameter GPT built from scratch to turn weak resume bullets into strong, quantified PM bullets.</div>
<a class="btn" href="https://huggingface.co/Sidhartha-Rajput/sid-gpt-resume-llm">Model &amp; weights</a>
<a class="btn" href="https://huggingface.co/Sidhartha-Rajput/sid-gpt-resume-llm/blob/main/Sid_GPT_Demo.ipynb">Run the demo notebook</a>
<div class="stats">
<div class="stat"><b>91.6M</b>parameters</div>
<div class="stat"><b>0% → 93%</b>quantified rewrites</div>
<div class="stat"><b>PPL 21.1</b>held-out resumes</div>
<div class="stat"><b>1 GPU</b>RTX 3060, ~77 min pretrain</div>
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<h2>Examples</h2>
<div class="pair"><div class="w">Responsible for managing the product roadmap for the mobile app.</div><div class="s">Managed the product roadmap for the mobile app, increasing the user engagement by 20%.</div></div>
<div class="pair"><div class="w">Responsible for writing user stories and working with developers.</div><div class="s">Created user stories and worked with developers and designers to improve user experience by 25%.</div></div>
<div class="pair"><div class="w">Responsible for analyzing user behavior data with SQL.</div><div class="s">Analyzed user behavior patterns in SQL to identify a drop-off point affecting 30% of trial users via funnel analysis in Excel.</div></div>
<div class="pair"><div class="w">Worked on an automation project to reduce manual work.</div><div class="s">Rebuilt a self-serve workflow that eliminated manual review time by 40% and improved team productivity.</div></div>
<p><small>Built end to end: custom tokenizer, transformer, pretraining, fine-tuning, evaluation. Figures in rewrites are illustrative; use your own real numbers.</small></p>
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