PinnedSkanda VivekDeploying Open-Source LLMs As APIsOpen-source LLMs are all the rage, along with concerns about data privacy with closed-source LLM APIs. This tutorial goes through how to…·7 min read·Jul 9, 2023--3--3
PinnedSkanda VivekAbout Me — Hello and Welcome!Who I am, why I write, and why you might be interested·7 min read·Jul 7, 2023----
PinnedSkanda VivekinTowards Data ScienceBuild Industry-Specific LLMs Using Retrieval Augmented GenerationOrganizations are in a race to adopt Large Language Models. Let’s dive into how you can build industry-specific LLMs Through RAG·10 min read·May 31, 2023--10--10
PinnedSkanda VivekinTowards Data ScienceFine-Tune Transformer Models For Question Answering On Custom DataA tutorial on fine-tuning the Hugging Face RoBERTa QA Model on custom data and obtaining significant performance boosts·5 min read·Dec 15, 2022--4--4
Skanda VivekinEMAlphaTraining Compound AI SystemsRAG has ushered innovative ways to build around LLMs and data. Lets now see how to train Compound AI Systems that harness the power of LLMs…6 min read·Apr 21, 2024--1--1
Skanda VivekinEMAlphaDSPy — Does It Live Up To The Hype?The DSPy framework promises to replace manual prompt engineering with a programming framework for auto-tunded prompts. Let’s see whether…10 min read·Mar 12, 2024--3--3
Skanda VivekinEMAlphaSafeguarding LLM Conversations Using Llama GuardLlama Guard recently introduced by Meta aims to safeguard Human-AI conversations — let’s see how well it does8 min read·Feb 17, 2024--1--1
Skanda VivekEffortlessly Query Documents Using Upstash Vector DBA tutorial on using Upstash Vector DB for querying documents in a serverless fashion6 min read·Feb 6, 2024----
Skanda VivekinTowards AIUse Pinecone Vector DB For Querying Custom DocumentsA tutorial on how to use a vector DB like Pinecone for querying custom docs for retrieval augmented generation·6 min read·Jan 20, 2024----
Skanda VivekinEMAlphaHow To Build An AI Startup In 2024The gamut of options from single-owned to bootstrapped and VC funded4 min read·Jan 5, 2024--6--6