Gaurav Menghani @GauravML
Senior Staff Software Engineer @ Google Research. Author of the Efficient Deep Learning book. Opinions are my own, obviously. Memento mori. gaurav.ai Bay Area, California. Joined June 2019-
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A fun conversation with the amazing @shripati and his team at @Primevp_in! Thanks a lot for hosting me.
A fun conversation with the amazing @shripati and his team at @Primevp_in! Thanks a lot for hosting me.
New post on 'Noam Notation' or Shape Suffixes. Just a quick way to make modeling code slightly more readable. Give it a read, and leave a comment if I missed something / got something wrong. blog.gaurav.ai/noam-notation/
Doing something new: I will be writing about algorithmic efficiency techniques every other week or so. Starting off with the the dynamic duo of KV Caching and KV Sharing. Feel free to give it a read, and drop a comment if I missed something. blog.gaurav.ai/2025/08/05/kv-…
Lina Khan deciding if you should be permitted to sell your startup or be forced to deliver additional shareholder value.
Lina Khan deciding if you should be permitted to sell your startup or be forced to deliver additional shareholder value. https://t.co/vHpX10eo5r
I don’t think he’s ever told the story, but it’s worth telling. When we were selling @Behance to Adobe many years ago, @scottbelsky made a spreadsheet of every employee (32 of us at the time) and personally negotiated each persons title, salary and incentive structure, and made…
Want to learn about the research behind Gemma 3n? Altup - arxiv.org/abs/2301.13310 LAuReL - arxiv.org/abs/2411.07501 MatFormer - arxiv.org/abs/2310.07707 Activation sparsity - arxiv.org/abs/2506.06644 Universal Speech Model - arxiv.org/abs/2303.01037 Blog - developers.googleblog.com/en/introducing…
Proud to have contributed to Gemma3N via LAuReL (arxiv.org/abs/2411.07501). developers.googleblog.com/en/introducing…
The dopamine rush of getting some hard ML projects done is something else.
So glad to see this released! Amazing work from a super-talented team :) LAuReL is also a part of the model efficiency goodness that has gone into making this model a reality. (arxiv.org/abs/2411.07501)
So glad to see this released! Amazing work from a super-talented team :) LAuReL is also a part of the model efficiency goodness that has gone into making this model a reality. (arxiv.org/abs/2411.07501)
College students, you can now get all kinds of nice things for free! Try out Gemini Advanced, NotebookLM Plus, some exciting disk space, and more!
College students, you can now get all kinds of nice things for free! Try out Gemini Advanced, NotebookLM Plus, some exciting disk space, and more!
I'm delighted to have joined my good friend and colleague @NoamShazeer for a 2+hour conversation with @dwarkesh_sp about a wide range of topics (early Google, ML hardware, training trillion token LLMs in 2007, model sparsity, continual learning, and more). Thanks for a fantastic…
I'm delighted to have joined my good friend and colleague @NoamShazeer for a 2+hour conversation with @dwarkesh_sp about a wide range of topics (early Google, ML hardware, training trillion token LLMs in 2007, model sparsity, continual learning, and more). Thanks for a fantastic… https://t.co/Qve6ZOdpKD
Precisely. Ask India the value of good neighbors. Canada is probably the best neighbor any country could ask for.
Precisely. Ask India the value of good neighbors. Canada is probably the best neighbor any country could ask for.

elvis @omarsar0
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BookTasters Premium @Premium_authors
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