Nicolay Gerold

You can use your customer mailing list to barrage me with up-selling “opportunities,” or you can send me interesting articles.

You can put your customer service number on every page on your website, or you can provide only a web form.

You can have a recorded message saying my call is important to you, or you can have someone else pick up the phone.

Yo... See more

Guideline following Large Language Model for Information Extraction

Model Card for GoLLIE 34B

We present GoLLIE, a Large Language Model trained to follow annotation guidelines. GoLLIE outperforms previous approaches on zero-shot Information Extraction and allows the user to perform inferences with annotation schemas defined on the fly. Different from... See more

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

However development time, and maintenance can offset these savings. Hiring skilled data scientists, machine learning engineers, and DevOps professionals can be expensive and time consuming. Using available resources for “reimplementing” solutions hinder innovation and lead to a lack of focus. Since You not longer work on improving your model or... See more

For low throughput data, Grab uses Parquet with Copy on Write (CoW) .

Here's the main operations for Copy on Write:

• Write Operations - Whenever there's a write, you create a new version of the file that includes the latest change. You can also keep the previous version for consistency and rollback purposes. This helps prevent data corruption,

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codehelium 👾

Codehelium is a lightweight editor component that compiles, executes and returns the outputs of any user-written code via Pyodide/Emscripten/Webassembly.

It is currently only usable as a React component with support for Python code editing/execution .

Check out the demo - it is quite "bloat-free" and can also serve as a useful site for... See more

• AWS: Predictable, and lots of managed services. I use it at my full-time job, so I didn't have to spend too much time figuring things out. The main services I use are EKS, ELB, S3, RDS, IAM and private VPCs.


• Cloudflare: I use it for DDoS protection, DNS, and caching static assets. It currently shaves off 80% of the egress charges from AWS. Not sure

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As for your business idea, start small and test things out. Don’t just quit your job and jump into “doing business.” I hastily did that once when I was younger and failed miserably. But I also had enough time to recover. In that process, I learned a ton, which helped me immensely with my current situation. But in retrospect, that came with the... See more