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sugatoray.bsky.social
VP, Data Scientist @Truist I am a Physicist turned Data Scientist. Deeply passionate about Technical stuff and mostly post about Python, Deep Learning, ML, LLMs, MLOps, DevOps, etc. Find more on me at https://linktr.ee/sugatoray Active on LinkedIn.
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I thought I knew well how to optimize Python container size until I watched this talk from Matthijs Brouns 👇🏼 www.youtube.com/watch?v=Z1Al... #docker #python

submitted 15 days ago • 1 comment

That’s neat! 🎉 Install #duckdb on #MacOS and #Linux with a simple command. curl install.duckdb.org | sh Since, I can also see the code of the shell script on the site, I can copy it and save it in a file locally and then run it. However, curl <url> | sh does exactly that!

submitted 15 days ago • 1 comment

🍓 Check out “The Illustrated DeepSeek-R1” by @jayalammar.bsky.social 👉 Blog: open.substack.com/pub/jayalamm... #ml #LLMs #deepseek

submitted 24 days ago • 0 comments

The newest extremely strong embedding model based on ModernBERT-base is out: `cde-small-v2`. Both faster and stronger than its predecessor, this one tops the MTEB leaderboard for its tiny size! Details in 🧵

submitted 40 days ago • 1 comment

New LLM Eval Office Hours, I discuss the importance of doing error analysis before jumping into metrics and tests Links to notes in the YT description youtu.be/ZEvXvyY17Ys?...

submitted 64 days ago • 1 comment

🔥 #OpenAI o3 model performance makes a leap, sets a new high score on the #ARCAGI benchmark. Source: arcprize.org/blog/oai-o3-... #ml #ai #arcagi #benchmark #openai

submitted 63 days ago • 0 comments

@ollama.bsky.social Python library introduced #FunctionCalling in version 0.4. Ollama is an AI tool that allows you to run Large Language Models (LLMs) on device (local LLM). Ollama blog: ollama.com/blog/functio... #ollama #python #LLMs #ml #ai #localLLM #localai

submitted 82 days ago • 0 comments

An Introduction to Polars 🐻‍❄️👇🏼 The Polars workshop from the PyData NYC conference is now available online. This great workshop, by Matt Harrison, focuses on the foundation of Polars 📽️ 👇🏼 www.youtube.com/watch?v=q3o2... #Python #Data #Polars

submitted 85 days ago • 2 comments

If you're interested in embedding models for retrieval (search), clustering, classification, paraphrase mining, etc., then there's now 10,000 fully free and open source options on @hf.co via Sentence Transformers. Check out the most popular ones here: huggingface.co/models?libra...

submitted 86 days ago • 2 comments

New interval lookup library just hit for Rust, C++ and Python — claims best in class performance! Pretty cool : github.com/kcleal/super...

submitted 95 days ago • 4 comments

This Reinforced Knowledge series of Python packaging might be the most comprehensive write-up I've... ever seen? reinforcedknowledge.com/a-comprehens...

submitted 95 days ago • 4 comments

One of the fun things you can do with uvx to just … run python. Super useful to play around with a python package without having to make a virtualenv somewhere.

submitted 97 days ago • 4 comments