Welcome!
This website serves as a personal online portfolio for me where I mostly ramble about physics, math and ML. Personal projects can be found on my Github.
My personal favorites:
- Fine-tuning Llama 2 7B using Self-Instruct to give you tips in Super Smash Bros Melee
- Transformers and ChatGPT
- Generative models, discriminative models, and what everyone gets wrong about naive Bayes
- Performance metrics in NLP
- The misconceptions of the imbalanced dataset
Posts
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Fine-tuning Llama 2 7B using Self-Instruct to give you tips in Super Smash Bros Melee
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Words as vectors
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Generative models, discriminative models, and what everyone gets wrong about naive Bayes
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Fine-tuning LLMs with low-rank adapation
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Performance metrics in NLP
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The misconceptions of the imbalanced dataset
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Transformers and ChatGPT
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Preprocessing
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Why can't regression models perform classification?
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Learning curves and cross-validation
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The super basics of model training
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Demystifying Schrödinger's Cat
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