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mayankpallai

software engineer, ntusg graduate

Joined on Jul 14, 2026 https://mayankpallai.vercel.app/

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Jul 15

Building a Terminal Based LLM Inference Internals Explorer - Part 1: Entropy Tracker

#python #opensource #llm #pytorch

4 min read

Sep 14

Deep Dive into Mixture of Experts: From 1991 to DeepSeek-V3

#ai #llm #deepseek #google

11 min read

Sep 9

How LLMs Learned to Reason: SFT --> RLHF --> RLVR

#ai #llm #learning #deepseek

8 min read

Jul 25

Is Speculative Decoding's Speedup a Hardware Problem or a Model Problem?

#llm #machinelearning #performance

9 min read

Jul 24

Building a Terminal Based LLM Inference Internals Explorer - Part 3: Speculative Decoding

#llm #ai #pytorch #tutorial

10 min read

Jul 15

Building a Terminal Based LLM Inference Internals Explorer - Part 2: Attention Sinks

#ai #opensource #python #llm

8 min read

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