AI Code and Coffee Warsaw

Google Deep Learning Tuning Playbook

"there is an astonishing amount of toil and guesswork involved in actually getting deep neural networks to work well in practice"

GitHub - google-research/tuning_playbook: A playbook for systematically maximizing the performance of deep learning models. A playbook for systematically maximizing the performance of deep learning models. - google-research/tuning_playbook

Thanks to everyone who came to AI code and coffee yesterday!

We talked about Model Collapse as a Change of Scaling Laws (https://arxiv.org/pdf/2402.07043.pdf),

Luk described tricks and techniques for building an AI startup on stable diffusion

Besher talked about Kubernetes, and operating it for ML at scale. Some great discussions, about how compression represents a form of intelligence.

3 months ago there was a wild rumor regarding a new powerful technique at OpenAI called Q-Star. Turns out it was short for Quiet-Star - an 'inner monologue' and it massively improved its performance

Researchers gave AI an 'inner monologue' and it massively improved its performance Scientists trained an AI system to think before speaking with a technique called QuietSTaR. The inner monologue improved common sense reasoning and doubled math performance.

Trying to keep up with AI? Building an AI startup?

Come to our AI Code and Coffee Warsaw meetup tomorrow, Wednesday 20th March, where we will be discussing quickly building an AI startup using, python, FastAPI and Async Django.

Location: Bella Kafeteria, Freta 30/32 34, 00-227 Warszawa,

Time: 18:00-20:00

Date: 2024-03-20

We will have a short presentation (20min), abstract can be found

https://pycon.lt/2024/talks/YCMZQ8

Django's async capabilities and batteries-included tooling make it an ideal framework for quickly building MVPs and iterating. This talk demonstrates building a document search MVP with Django templates, ChromaDB, and self hosted large language models. It then shows how to refactor and scale it using Elasticsearch, Celery/RabbitMQ workers, React, self-hosted vLLM, and auth. With Django async, you can rapidly build, constantly improve, and deploy the latest AI models in your product.

Afterwards coding and networking

Link to meetup:

https://www.facebook.com/events/403202712319205/

https://www.meetup.com/code-coffee-warsaw/events/299655475/

Code and Coffee Meetup Warsaw (2024-03-20): Building an AI startup using python, śr., 20 mar 2024, 18:00 | Meetup AI Code and Coffee 𝘄𝗮𝗿𝗺𝗹𝘆 𝗶𝗻𝘃𝗶𝘁𝗲𝘀 𝘆𝗼𝘂 𝘁𝗼 𝗼𝘂𝗿 𝗰𝗼𝗱𝗲 𝗮𝗻𝗱 𝗰𝗼𝗳𝗳𝗲𝗲 𝗲𝘃𝗲𝗻𝘁! Stuck on some code? Working on something exciting? Want to learn

Thanks to everyone who came to AI Code and Coffee yesterday!
We talked about Tokenizers, how they work and strange edge cases they can introduce into LLMs.

Thanks to Everyone who came to code and coffee yesterday! We talked about Open ai, RAG, running LLMs locally and running faster inference using custom hardware by groq.com

What to practice some coding in a social environment? Want some help debugging code? Join us on Wednesday (2024-01-24) for our code and coffee meetup in Warsaw! Coco Lounge 7pm-9pm

Thanks to everyone who came to code and coffee yesterday!