Nicolay Gerold

For RESTful API

For REST, React-Querystands out as a leader with its powerful caching features and automated background updates. It’s one of the most flexible and complete solutions you can find right now. Let’s look at the list of its main features:

• Cache management is out of the box and is extremely easy and pleasant.


• Automatic data revalidation in

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Besides the three dimensions, scale, reliability, and the speed of iteration, there are other dimensions that have a major impact on the shape of the solution. Consider the following:

Speed (time to response)

Slow : Results needed in minutes

e.g. portfolio optimization

Fast : Results needed in milliseconds

e.g. high-frequency trading

Scale... See more

LLMs augment software products in two fundamental ways – they enable:

i) better understanding and processing of unstructured data;

ii) more scalable creation of content and work product.

Our Goals

We made it lightweight and kept the efficiency in mind:

• Self-contained
  
  We ship a single dependency-free binary that runs on all Linux distributions


• Fast to deploy, safe to operate
  
  We are sysadmins, we know the value of operator-friendly software


• Deploy everywhere on every machine
  
  We do not have a dedicated backbone, and neither do you,
  
  so

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The problem in this domain is sycophancy.

When you're first learning something, you don't actually know what to look for . You have too many unknown-unknowns, you don't have any wisdom, you have no abstractive connections to make.

The reason LLMs are hazardous during this period, is that they're always going to let you take the lead on everything.... See more

We can detect factually inconsistent summaries via the natural language inference (NLI) task. The NLI task works like this: Given a premise sentence and a hypothesis sentence, the goal is to predict if the hypothesis is entailed by, neutral, or contradicts the premise.

When you are very alert, everything is a stimulus, you are very unlikely to suppress an action. You should suppress all incoming stimuli except the one you want to focus on. Best situation for learning is silence. If you are tired, some background noise can increase alertness.

LLaVA v1.5, a new open-source multimodal model stepping onto the scene as a contender against GPT-4 with multimodal capabilities. It uses a simple projection matrix to connect the pre-trained CLIP ViT-L/14 vision encoder with Vicuna LLM, resulting in a robust model that can handle images and text. The model is trained in two stages: first, updated... See more