Rashmi Banthia

curl -fsSL https://deb.nodesource.com/setup_20.x | sudo -E bash - && \ sudo apt-get install -y nodejs && \ sudo npm install -g @anthropic-ai/claude-code && \ export PATH=/usr/bin:$PATH

Claude Code on Google Colab (commands in alt text). Claude works directly with Google Drive

AI Learning Resources & Guides from Anthropic Access comprehensive guides, tutorials, and best practices for working with Claude. Learn how to craft effective prompts and maximize AI interactions in your workflow.

This looks new and seems well put together - check it out -

www.anthropic.com/learn

Claude Code integration with GitHub

Wow Claude 4.0 😍 , we are in a different world !

Project Astra Project Astra is a research prototype exploring breakthrough capabilities for Google products — on the way to building a universal AI assistant. Its current capabilities include spatial...

Check out the demo on Project Astra
🚀🚀 so cool 😎

deepmind.google/technologies...

Wow ! What tools did they use ?

+1 O3 speaks authoritatively (occasionally wrong too)

I don't normally write advice columns but this question I got deserved its own post: With all the hype around Generative AI, how can you, as a developer, communicate the nuances and advocate for new and modular solutions that are better, easier and cheaper?

explosion.ai/blog/modular...

YouTube video by AI Engineer How We Build Effective Agents: Barry Zhang, Anthropic

Another great talk by @anthropic.com youtu.be/D7_ipDqhtwk?...

Does anyone know why are the meta-llama/Llama-3.1-8B-Instruct requests on @hf.co are getting denied ? I see lot of posts on the community discussion tab as well ?

YouTube video by Dave Ebbelaar How to Build Effective AI Agents (without the hype)

Watch this video on AI Agents - youtu.be/tx5OapbK-8A?... This is actually without the hype ! (Hear what he says about Devin 😆 at 17:30

ChatGPT Desktop App , projects feature always uses 4o model and there's no way to change it for the project 🤷‍♀️

cuDF-pandas (%load_ext cudf.pandas) with Rapids ... work similarly and super cool to see we will be able to speed up scikit-learn

Yes and less work than creating a notebook 😅

I recently shared a Claude Artifact on Kaggle www.kaggle.com/competitions...
I really like Claude Artifacts - it uses React, so viz is better and so easy to create (oh and available in free version too) support.anthropic.com/en/articles/...

RLHFlow/Decision-Tree-Reward-Gemma-2-27B · Hugging Face We’re on a journey to advance and democratize artificial intelligence through open source and open science.

You might like this - huggingface.co/RLHFlow/Deci...

I was using aistudio.google.com with Gemini 2.0 Flash and default settings on the right.
I am not able to upload .ipynb file - I keep getting
"The current model doesn't support files of this type."

Which model works for you and should I change any settings ?

I wanted the model to explain code in a .ipynb file (over 21,000 tokens, according to Gemini).
It refused the .ipynb file, but I changed the extension to .txt, and Gemini 2.0 Flash explained it and answered all my questions well.

Impressed with Gemini 2.0 Flash, I gave the same prompt to 4o, O3-Mini, Deepseek R1, and Claude 3.7 - all either denied or hallucinated. Gemini 2.0 Flash provided the answers.

GPT4.5 preview on lmarena.ai

GPT-4.5 preview on lmarena.ai

The State of Machine Learning Competitions | ML Contests We summarise the state of the ML competitions landscape and analyse the hundreds of competitions that took place in 2024. Plus an overview of winning solutions and commentary on techniques used.

Comprehensive !!
mlcontests.com/state-of-mac...

Congratulations 🎉🎉🎉

YouTube video by Anthropic Tips for building AI agents

Really good discussion here -
youtu.be/LP5OCa20Zpg?...

Claude 3.7 Sonnet - Did "Ah, I see the issue" become "I see the issue" ? 🤣

Congratulations 🎉
I tried Marino notebooks yesterday first time. It looks really nice - dependency graphs, variables list super cool.
How do people share these notebooks, without having another person to install Marino ?

Model size 0.18 MB - Tensorflow GPU memory usage 22GB 🤬🤬🤬

Thank you 🙏 🙏

+1 for the “from scratch “ , I don’t understand it either otherwise !

I haven't tried Huggingface GRPO trainer, They have so many different trainers huggingface.co/docs/trl/grp... Anyways, Thank you for this !

I tried it , however I had even less memory (24GB) than L4 so I couldn't do higher batch size.
I think this intuition by Claude seems good - share.specstory.com/stories/e32f...
Model gets loaded also twice, so its kinda slow.

Thanks, I'll change the clip ratio.. I plan to try on my local 4090 - was yours on L4 ?