Tutorial

Data LLM: Get insights from your data

Every organization has tons of data but it’s always a challenge to find actionable insights from it. Much like finding a needle in the haystack, you have to look through tons of reports to discern concrete patterns from which you can make decisions. Unless one has a deep…
Tutorial

Giraffe - Long Context LLMs

Following up on the work from our previous blog post, we are releasing today an arXiv paper titled “Giraffe: Adventures in Expanding Context Lengths in LLMs”. Giraffe is a new family of models that are finetuned from base LLaMA and LLaMA2 that we release. We include a…
Tutorial

Treating Attention Deficit Disorder in LLMs

We have seen an explosion of open-source LLMs lately. While these OSS LLMs have shown comparable performance to closed source LLM APIs offered by OpenAI, Google and others, they suffer from one serious limitation. They only support context lengths of 2K compared to closed…
Tutorial

Beginners Guide To Transformer Models

In our previous post, we presented an introduction to Seq2Seq models – models that take a sequence as an input and produce a sequence for their output. Back in 2014, they revolutionized the field of Natural Language Processing (NLP), especially in translation…