Benchmark Primary focus Evaluation metrics System coverage Usability Link HumaneBench AI benchmark Human well being, humane AI principles HumaneScore, flip tests under adversarial instruction, long term well being 15 popular chat models tested across 800 realistic scenarios Designed for chatbot safety research; requires ensemble judging for... - Source: dev.to / 9 months ago

An helpful approach is to browse the state of the art models in paperswithcode. This will give you an idea of the performance of different models on various tasks. - Source: dev.to / almost 2 years ago

I think a way around this would some sort of voting/ popularity system? Papers with code (https://paperswithcode.com/) does this via Github stars sorting. Sure it doesn't mean something is established. But it at least gives some way to filter through the firehose of papers. Love this project btw! I think it has potential (and the timing is right now that everyone is looking for the next "attention is all... - Source: Hacker News / about 2 years ago

Adapting to Evolving Standards: With the rapid progress in deep learning research and applications, staying current with the latest developments is crucial. The checklist underscores the importance of considering established standard architectures and leveraging current state-of-the-art (SOTA) resources, like paperswithcode.com, to guide project decisions. This dynamic approach ensures that projects benefit from... - Source: dev.to / about 2 years ago

Papers With Code is one of the good resources to get you to get started. - Source: dev.to / over 2 years ago

Hey, thanks for the mention! I'm the creator of Nodewood, and I'm happy to answer any questions anyone has on it, or really anything else in the space I can help with. Source: over 3 years ago

This is largely why I built Nodewood [1]. Every time I wanted to start a new project, almost always a SaaS idea, I'd skip over the "boring stuff" like building user management, subscription management, teams, admin, all that, to get to the meat of the business logic, to make sure I had a valid idea. But I still needed all that stuff eventually, so I'd have to lose time later building it all in! So I decided to... - Source: Hacker News / about 4 years ago

This is actually part of why I created Nodewood [1], because every new Node project required pulling all that together, and every new SaaS idea I had had the same basic requirements (user management, subscription management, teams support, etc). Then I figured, if I found this useful, surely others would too, so I packaged it up and have had a few happy customers since then, who have helped me refine it, which... - Source: Hacker News / about 4 years ago

Well, I've spoken about this before, and on here no less, but only really in response to posts like this. I don't do any advertising or speak about mine except in interviews, since it's usually indicative of the kind of requirements they're looking for. I created a SaaS bootstrap for Javascript called Nodewood [1]. It actually started as just a template for me, because there's a lot of setup for each new JS web... - Source: Hacker News / about 4 years ago

Disclaimer: I'm the author of the following boilerplate. Nodewood (https://nodewood.com/) is a Javascript SaaS boilerplate built to take advantage of using Javascript on the server and in the UI. Models, Validators, and other business logic can be re-used in both builds, so you don't have to write, rewrite, and maintain that logic in both places, or in different languages. It has built-in subscription management... - Source: Hacker News / over 4 years ago