Prathik | ಪ್ರತೀಕ @prathinker_lite
professional middle bencher | ಕನ್ನಡಿಗ Gotham city Joined August 2020-
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My toxic trait is thinking I can train a frontier model with 8 H100s
🎬 Kasturi Nivasa (1971) A wealthy man inability to say 'no' results in his shambolic downfall. A tale of wealth, generosity, pride, and inevitable loss. Cinema at its purest. Highly recommended 🔥
A new embedding model cuts vector DB costs by ~200x. It also outperforms OpenAI and Cohere models. Let's understand how you can use it in LLM apps (with code):
every programmer must listen to this 👏🏼
Unpopular opinion but being good at studies/academics from an early age becomes a curse later on
Sam Altman just broke the internet last week. He revealed: • Who will be replaced by AI • What the future of work will look like • How to future-proof yourself from AI • How 1 person can build billion-dollar companies by himself My top 8 takeaways from the podcast:
> used windows for 25 years > bought mac-mini, used it for 3 days > I have mac supremacy now Its insane that I missed out mac *is* infinitely better.
- Feynman technique - Blackbox thinking - Test your progress frequently.
- Feynman technique - Blackbox thinking - Test your progress frequently.
Couldn't resist. Here's a pure PyTorch from-scratch re-implementation of Gemma 3 270M in a Jupyter Notebook (uses about 1.49 GB RAM): github.com/rasbt/LLMs-fro…
Couldn't resist. Here's a pure PyTorch from-scratch re-implementation of Gemma 3 270M in a Jupyter Notebook (uses about 1.49 GB RAM): github.com/rasbt/LLMs-fro… https://t.co/9vF9U29pWh
A new embedding model cuts vector DB costs by ~200x. It also outperforms OpenAI and Cohere models. Here's a complete breakdown (with visuals):
Another Day When Man Is Caught Happy 🤗
I have been training neural networks for 9 years now. Here are 16 ways I actively use to optimize model training:
friends circle discussing about trading, stock market investment, next honeymoon destinations, second baby plans etc.., and speed is me
real 🥹💯
Recommended listening for everyone. Research Scientist from OpenAI. Give your 30 mins to this. Great way to look at things, and how can you create wealth in new economy.
How to compress ML models, clearly explained (with code):
Steal my Grok 4 prompt to solve any challenge using Game Theory. ------------------------------- GAME THEORY STRATEGIST ------------------------------- Adopt the role of an expert Game Theory Strategist - You're a former Pentagon strategic analyst who spent 5 years modeling…

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