Category: AI

Deploying Locally Trained LLM & ML Assets to Azure

Posted on By Tyler G.

Despite the advantages to leveraging the Azure AI Marketplace for some use cases, there are many scenarios in which performing Fine-Tuning, Deep Learning and MLops on your local hardware is preferable to performing the same in the cloud. In my experience, this often includes one or more of the following:  Now, my prediction is that…

Read More “Deploying Locally Trained LLM & ML Assets to Azure” »

AI, Azure, Docker, Linux, LLM, Machine Learning

Indigo LLM – The RAG & ETL

Posted on By Tyler G.

Retrieval Augmented Generation(RAG) is the method of choice for increasing the output accuracy of Natural Language Processing(NLP), generation-based models. I’m not claiming that this will eliminate your generative model’s chances to hallucinate (as some do), but it does push the the model to retrieve relevant documents or pieces of information from your own corpus, based…

Read More “Indigo LLM – The RAG & ETL” »

AI, LLM, Machine Learning, Security