In contrast, while it is possible to finetune an LLM to learn some external knowledge, doing so requires a large labelled dataset of question-answer pairs from the target domain. This dataset must be updated as the underlying data changes, making it impractical for frequently changing data ...
Fine-tuning an existing model is cheaper than training from scratch. Depending on the task, it can result in better performance. But of course it still takes time and resources to do it. Often, by the time you ship a fine-tuned model, a new better-performing generic LLM is released. Fo...
All of the trained models will be open-source. Inference is very fast (only matrix-vector multiplications, no matrix-matrix multiplications) even on CPUs, so you can even run a LLM on your phone. How it works: RWKV gathers information to a number of channels, which are also decaying with...
OpenAI is the company that makes ChatGPT, but DeepSeek is the one that is truly open, as it’s an open-source LLM. That means DeepSeek’s source code is freely available and anyone can download and run it locally on their computers. Making software open source is still a very good st...
OpenAI is the company that makes ChatGPT, but DeepSeek is the one that is truly open, as it’s an open-source LLM. That means DeepSeek’s source code is freely available and anyone can download and run it locally on their computers. Making software open source is still a very good st...
As such, if you’re someone who frequently uses the same USB drive for all your OS installation needs, you'll have to get another one that you can dedicate to Unraid. Meanwhile, TrueNAS Scale is an open-source operating system. As such, all its features are unlocked by default. Sure, ...
Coding with Online Sources: Perplexity has some ability to code using its LLMs, but what makes it unique is the online research side of the platform. It can look into Stack Exchange and GitHub repos to find user-created solutions and tailor them to your use case. What Could Be Better Lim...
Analytics is the systematic computational analysis of data or statistics. It is used for the discovery, interpretation, and communication of meaningful patterns in data. Related: Database Management, Personal Dashboards Aptabase - Open source, privacy first and simple analytics for mobile and desktop...
Which ChatGPT alternative is best for you? ChatGPT is a highly flexible and capable generative AI tool, but it shouldn’t be the only one that you use. You may miss out on other platforms that better suit your needs and preferences. Navigate responsible AI use with Grammarly’sAI checker,...
Llama isn’t necessarily the most advanced, but because it’s open-source, it’s our go-to when privacy is a concern. Unlike the others, Llama can run offline on your computer, so it doesn’t share data with a big tech company. ...