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Sharath Turuvekere Sreenivas's picture
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Sharath Turuvekere Sreenivas

sharathts
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AI & ML interests

Learning algorithms, LLM efficiency: Knowledege distillation and compression.

Organizations

NVIDIA's profile picture NVIDIA Compression Team's profile picture

upvoted a paper 2 months ago

Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs

Paper • 2511.16664 • Published Nov 20, 2025 • 27
upvoted a paper 5 months ago

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model

Paper • 2508.14444 • Published Aug 20, 2025 • 40
upvoted a collection 10 months ago

Nemotron-H

Collection
Mamba-Transformer hybrid models • 10 items • Updated 8 days ago • 31
upvoted 2 papers over 1 year ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 39
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