Nicolay Gerold

ETL

The part of the system I'm most proud of, and on which I spent the most effort, is the ETL process.

We had a series of shell scripts for each data source we ingested (there were many), which would pull the data and put it in an s3 bucket.

Then, early in the morning, a cron job would spin up an EC2 instance, which would pull in the latest ETL code... See more

The study leveraged large language models (GPT-3.5) to identify and analyze critical aspects of emerging corporate risks using earnings call transcripts — with respect to Political, Climate-related, and AI risks.

More than 69,000 earnings call transcripts were used in the study, and the GPT model was instructed to make human-readable risk summaries... See more

Jazz.ToolsPowerSyncFireproofAutomergeDXOSElectricSQLand of course, Berlin's own: Yjs .

Nomic Atlas Python Client

Explore, label, search and share massive datasets in your web browser.

This repository contains Python bindings for working with Nomic Atlas, the world’s most powerful unstructured data interaction platform. Atlas supports datasets from hundreds to tens of millions of points, and supports data modalities ranging from text... See more

Magika

Magika is a novel AI powered file type detection tool that relies on the recent advance of deep learning to provide accurate detection. Under the hood, Magika employs a custom, highly optimized Keras model that only weighs about 1MB, and enables precise file identification within milliseconds, even when running on a single CPU.

In an... See more

eneral-purpose models

• 1.1B: TinyDolphin 2.8 1.1B. Takes about ~700MB RAM and tested on my Pi 4 with 2 gigs of RAM. Hallucinates a lot, but works for basic conversation.


• 2.7B: Dolphin 2.6 Phi-2. Takes over ~2GB RAM and tested on my 3GB 32-bit phone via llama.cpp on Termux.


• 7B: Nous Hermes Mistral 7B DPO. Takes about ~4-5GB RAM depending on

... See more

Disruption Theory & risk-aversion don’t apply

Incumbents typically cede market space to startups wherever there’s new, unproven technology or a new, unproven market, especially in spaces where they can’t use past data to predict the future. But in AI, they’re rushing to embrace new technology and uncertain markets, spending historic amounts of... See more

The releasing neurons signal to other neurons to trigger the release of stimulating hormones, which triggers the release of the hormone. The releasing hormone is coming from the brain.