Nicolay Gerold

Serverless Postgres (experimental)

Serverless Postgres using Oriole, Fly Machines, and Tigris for S3 Storage.

Overview

This is a MVP for Serverless Postgres.

1/ It uses Fly.io, which can automatically pause your database after all connections are released (and start it again when new connections join).

2/ It uses Oriole, a Postgres extension with expe... See more

Model description

Nous Hermes 2 Mixtral 8x7B DPO is the new flagship Nous Research model trained over the Mixtral 8x7B MoE LLM.

The model was trained on over 1,000,000 entries of primarily GPT-4 generated data, as well as other high quality data from open datasets across the AI landscape, achieving state of the art performance on a variety of tasks.

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Advances in data processing techniques. You can increase context length in two ways. First, you can train the model with longer context lengths. That’s difficult because it’s much more computationally expensive, and it’s hard to find datasets with long context lengths (most documents in CommonCrawl have fewer than 2,000 tokens).

The second, more com... See more

Forms and Validation

A lot of people underestimate the importance of proper form handling and that’s a mistake. It’s not just about capturing user input, it’s about providing a seamless and user-friendly experience.

There are numerous libraries available, but in my opinion, there are two main competitors: Formik and React Hook Form.

Even though both ... See more

Central pattern generators: control reflexive actions that are well trained. Intention: duration, path, outcome to deliberately rewire the nervous system. Top-down control causes the release of neuropenephrine, which causes you to feel agitated. Self-control and learning therefore feels agitating.

Glutamine also reduces sugar craving by increasing blood sugar levels. Emulsifiers strip away the mucosal lining of the blood and cause the neurons to retract deeper into the tract. This stops the triggering of CCK signals. They also increase the neurons measuring sugar and trigger dopamine in the brain. This can lead to an overcompensation effect ... See more

🔎 GPT Researcher

GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.

The agent can produce detailed, factual and unbiased research reports, with customization options for focusing on relevant resources, outlines, and lessons. Inspired by the recent Plan-and-Solve and RAG (Retrieval Augmented Gene... See more

My $0.02 is that a lot of the future research/work there will be figuring out how to identify effective sub-graphs to provide additional context, to avoid having to pass in the entire graph. As well as trying to identify ontology-less structures in real-time, which includes NER and RE, as well as named entity/relationship resolution/de-duplificatio... See more

Very simply, Jevons Paradox states: if the demand is elastic and the price drops, the demand will more than make up for it. Normally, far more than make up for it. This is absolutely the case of the internet. You get more value and more productivity. I personally believe when it comes to any creative asset or work automation, the demand is elastic.... See more