Atharv Yeolekar – Medium

Atharv Yeolekar

Pinned

Atharv Yeolekar

A Comprehensive Analysis of LoRA Variants

Optimizing Language Models: An In-Depth Study of Low-Rank Adaptation Techniques”: Comparing LoRA, DoRA, QLoRA, AdaLoRA and HyperLoRA

2d ago

A Comprehensive Analysis of LoRA Variants

2d ago

Pinned

Atharv Yeolekar

Decoding Fundamentals: Exploring Basic Inference Methods

Delve into core decoding strategies! Understand greedy decoding, beam search, and sampling techniques. Learn their strengths and use cases.

Jul 13

Decoding Fundamentals: Exploring Basic Inference Methods

Jul 13

Pinned

Atharv Yeolekar

Mastering Masked Language Models: Techniques, Comparisons, and Best Practices

Explore the evolution of Masked Language Modeling: from BERT to XLNet, uncover how to choose the right technique for your NLP tasks.

Jun 24

Mastering Masked Language Models: Techniques, Comparisons, and Best Practices

Jun 24

Atharv Yeolekar

Comprehensive Guide to Advanced Tokenization Techniques in NLP

In the era of transformers and large language models (LLMs), tokenization often fades into the background, overshadowed by discussions of…

Jun 30

Comprehensive Guide to Advanced Tokenization Techniques in NLP

Jun 30

Atharv Yeolekar

WordPiece Tokenization: A BPE Variant

Understand the process behind Word Piece Tokenization and its relation with Byte Pair Encoding.

Jun 29

WordPiece Tokenization: A BPE Variant

Jun 29

Atharv Yeolekar

Byte Pair Encoding: Cracking the Subword Code

Ever wondered how chatbots understand your typos or how translation apps handle words they’ve never seen before? Enter Byte Pair Encoding…

Jun 28

Byte Pair Encoding: Cracking the Subword Code

Jun 28

Atharv Yeolekar

Atharv Yeolekar

Data Scientist at Walmart, specializing in GenAI and LLMs & Former ML Engineer at Grubhub. Check out my blogs @ https://www.atharvyeoelekar.blog/

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams