Nicolay Gerold

Local database for development

Each table in the database had an accompanying script that would generate a subset of the data for use in local development, since the final database was too large to run on a developer's machine.

This let each developer work with a live, local, copy of the database and enabled efficient development of changes.

I highly... See more

how can you take the knowledge work that someone is doing and use AI to help them be dramatically more productive at doing that particular flavor of cognitive work? In our observation with developers, more than anything else, AI helps keep them in flow state longer than they otherwise would. Rather than hitting a blocker when you’re writing a chunk... See more

Koyeb is a developer-friendly serverless platform designed to let businesses easily deploy reliable and scalable applications globally. The platform has been created by Cloud Computing Veterans and is financially backed by industry leaders.

Koyeb allows you to deploy all kind of services including full web applications, APIs, and background workers.... See more

Ollama

Get up and running with large language models locally.

macOS

Download

Windows

Coming soon!

Linux & WSL2

curl https://ollama.ai/install.sh | sh

Manual install instructions

Docker

The official Ollama Docker image ollama/ollama is available on Docker Hub.

Quickstart

To run and chat with Llama 2:

ollama run llama2

Model library

Ollama supports a list of... See more

One of the focus areas at Together Research is new architectures for long context, improved training, and inference performance over the Transformer architecture. Spinning out of a research program from our team and academic collaborators, with roots in signal processing-inspired sequence models, we are excited to introduce the StripedHyena models.... See more

Gemma Scope Tutorial

This is a barebones tutorial on how to use Gemma Scope, Google DeepMind's suite of Sparse Autoencoders (SAEs) on every layer and sublayer of Gemma 2 2B and 9B. Sparse Autoencoders are an interpretability tool that act like a "microscope" on language model activations. They let us zoom in on dense, compressed activations, and... See more

When you eat something sweet, neurons in the stomach sense the sweetness and cause the release of dopamine in the brain making you crave sugar.

Netflix created a scoring system from 0 to 100 that assigns a priority to a request, with 0 being the highest priority and 100 being the lowest priority.

The score was based on 4 dimensions

Functionality - What functionality gets impacted if this request gets throttled? Is it important to the user experience? For example, if logging-related requests... See more

Continuously Monitor and Experiment¶

Continuously monitor your system's performance and run experiments to test improvements.

• Set up monitoring and logging to track system performance over time


• Regularly review the data to identify trends and issues


• Design and run experiments to test potential improvements


• Measure the impact of changes on precision,

... See more