Venkat Ram RaoTraining a Mini(114M Parameter) Llama 3 like Model from Scratchaka “How to Train you LLM”Jul 211Jul 211
Venkat Ram RaoBuilding a Knowledge Graph for Biomedical texts using GPT-4Extracting scientific information from text and organizing it in a meaningful way.Mar 112Mar 112
Venkat Ram RaoTraining an LLM Re-Ranker using Direct Preference OptimizationTraining Mistral 7B to be an LLM Re-ranker using human feedback.Feb 23Feb 23
Venkat Ram RaoFine Tuning a Sentence Transformer ModelA quick introduction to fine tuning Sentence Transformers for Semantic Search.Dec 22, 20231Dec 22, 20231
Venkat Ram RaoFine Tuning Llama 2 using QLoRA and a CoT DatasetThe world of Open Source LLMs is changing fast. The pace at which new Open Source models are being released has been incredible and with…Jul 31, 20231Jul 31, 20231
Venkat Ram RaoExpecting Perfect Answers from Imperfect LLMs.(and how to get better Answers from LLMs using your Prompts)Jun 4, 2023Jun 4, 2023
Venkat Ram RaoBuilding a Chatbot using a Local Knowledge Base, ChatGPT and Pinecone.Pointing ChatGPT to your own private data sourceMar 6, 2023Mar 6, 2023
Venkat Ram RaoQuestion Answering with GPT-3In this article I will walk through an example of a Question Answering system using GPT-3. I have previously experimented with Question…Feb 5, 2023Feb 5, 2023
Venkat Ram RaoFine tuning a Question Answering model using SQuAD and BERTIn this article I will walk through a pet project I have done to train a Question Answering Model and the various steps I took to finetune…Sep 15, 20221Sep 15, 20221
Venkat Ram RaoDeploy your NLP model on Lambda for use from Salesforce.Deploy a Containerized BERT model on AWS Lambda. I will also demonstrate a way to invoke the model from Salesforce.com.Apr 30, 2022Apr 30, 2022