Learning from First Principles
Welcome to my blog where I explore machine learning concepts by building things from scratch. Each post includes runnable Colab notebooks so you can experiment yourself!
π Blog Archive
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January 2026
| Date | Post | Colab |
|---|---|---|
| 16 Jan | Small LLMs Canβt AddβBut They Can Learn to Ask | - |
| 05 Jan | Benchmarking LLM Tokenizers for Odia |  |
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November 2025
| Date | Post | Colab |
|---|---|---|
| 30 Nov | Khazad Dum: Text2SQL Agent | |
| 15 Nov | Agent From First Principle | |
| 11 Nov | Distilling Qwen2.5-Coder | |
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October 2025
| Date | Post | Colab |
|---|---|---|
| 17 Oct | Building a Multi Modal Nano-GPT | |
| 15 Oct | Building a Text Only Nano-GPT | |
| 02 Oct | Python Walk Through | |
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August 2025
| Date | Post | Colab |
|---|---|---|
| 31 Aug | LLM Text Generation | |
| 31 Aug | LoRA PyTorch | |