Honnesh Rohmetra @create_compute

exploring different dimensions of being a human. creating efficient ai models, art, communities, and running super long distances... instagram.com/honnesh_29/ Toronto Joined May 2020

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Honnesh Rohmetra @create_compute

2 days ago

Keep building momentum daily.

Sid @sid_srk

3 days ago

Keep building momentum daily. https://t.co/xvHnYoanOZ

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Honnesh Rohmetra @create_compute

4 days ago

Seeking Truth and all I find is Beauty :)

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Honnesh Rohmetra @create_compute

4 days ago

Can't help but look at optimizers as ways of living life. SGD: Just deciding what's feels right at this particular moment. Zig-Zag. AdaGrad: Learn from every stumble, but can lead to becoming overcautious and stop moving. Adam: Moving with nuance, both direction and adaptivity.

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Honnesh Rohmetra @create_compute

4 days ago

Learning about Optimizers, reminded me how Momentum is such a beautiful thing. It remember your past successes, keeps you pushing forward, avoiding stalls, and escaping flat plateaus. Don't just react to the slope at this instant, but to the accumulated wisdom of past steps...

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Honnesh Rohmetra @create_compute

4 days ago

TSFM Tangents, All about Optimizers by @yacinelearning Navigating the loss landscape and making it more "roundy". The analogies were on point. (e.g. The Duct tape fix on the Optimizers to solve particular characteristics of the architecture) TLDR: AdamW is the way to go :)

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tommy @tommytrxnh

5 days ago

THE ENTIRE JOURNEY IS JUST UNTANGLING THE KNOTS THAT WE MADE UP FOR OURSELVES IN THE FIRST PLACE

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Honnesh Rohmetra @create_compute

2 weeks ago

Truly! There has never been a better time. A better time to have a problem. To be stuck. To be overwhelmed. To be impatient. To be out of ideas or out of your depth. Out of breath. Keep creating. Keep researching. Keep learning.

Claude @claudeai

2 weeks ago

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Honnesh Rohmetra @create_compute

2 weeks ago

Art should comfort the disturbed and disturb the comfortable. ft. A snapshot of dusk in the best city...

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Honnesh Rohmetra @create_compute

2 weeks ago

Papers in the park (at the OG Trinity Bellwoods) with @asusevski To answer or not to answer. Truly one of the hardest optimization problems. How much do we want the model to guess and when?

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Honnesh Rohmetra @create_compute

3 weeks ago

A thought which pops up as I learn Foundational Models from scratch-: A complex system that works is invariably found to have evolved from a simple system that worked. (Gall's Law)