Bijit GhoshData Design for Fine-Tuning LLMs with Long Context WindowsThe Challenge of Long Context Windows in LLMs9 min read·2 days ago----
Bijit GhoshRunning LLama 3 70B on a Single 4GB GPU with AirLLM and Layered InferenceLeveraging Layered Inference for LLMs7 min read·3 days ago----
Bijit GhoshGenAI Reshaping SRE and Cloud Engineering PracticesIn the ever-evolving landscape of software development and operations, the convergence of various disciplines has given rise to new…14 min read·Apr 30, 2024----
Bijit GhoshLLMs and DBCopilot Approach to Data DemocratizationDatabases have long been the guardians of a vast wealth of information, but accessing that knowledge has historically been a privilege…10 min read·Apr 28, 2024----
Bijit GhoshAgentic RAGAlright, let’s get straight to the meat of the matter — understanding the Agentic RAG (Retrieval-Augmented Generation) approach and how…9 min read·Apr 14, 2024----
Bijit GhoshDesigning high-performing RAG systemsDesigning high-performing Retrieval Augmented Generation (RAG) systems, structured across the 5 main pillars :8 min read·Mar 31, 2024--1--1
Bijit GhoshAPM for Large Language ModelsAs Large Language Models are increasingly deployed in production environments, ensuring their reliability and observability becomes…9 min read·Mar 29, 2024----
Bijit GhoshRAG+ Chain of Thought ⇒ Retrieval Augmented Thoughts (RAT)In the rapidly evolving field of NLP and LLMs, researchers are constantly exploring new techniques to enhance the capabilities of these…8 min read·Mar 27, 2024----
