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Thoughts on software development, AI, and technology. Sharing insights from building real-world applications.

GPT-2 from scratch

GPT-2 from scratch

The process of creating GPT-2 from scratch and pre-training with DDP.

PyTorchAttentionTransformersDDP
Feb 19, 2026
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Instruction Fine-tuning

Instruction Fine-tuning

Fine tuning the pre trained model to follow instructions and emotion.

SFTFine-tuningInstruction Fine-tuningLlama
Feb 5, 2026
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RoPE: Rotary Position Embedding

RoPE: Rotary Position Embedding

From first principles, the small mathematical change that unlocked long-context reasoning

RoPETransformersLLM
Jan 22, 2026
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Aryan Deore

AI Engineer experienced in SDE, MLOps, and LLM fine-tuning.

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@AryanDeore@aryandeorearyandeore.work@gmail.com@0rn0