Named Entity Recognition using Bidirectional LSTM and Conditional Random Fields
A simple NER project built using PyTorch and Publicly available data.
Posts by Collection
casual
projects
Fine-Tuning a Language Model for Summarisation using LoRA
An end-to-end project using Hugging Face to fine-tune a language model for summarisation using Low-Rank Adaptation (LoRA).
Serving models over REST API using Lightning Serve API
Project to serve summarisation model saved previously over a REST API to serve model requests using the Lightning Serve API
RAG Made Simple: Simplicity’s Approach to Modular Retrieval & Generation (Part 1)
Hybrid Retrieval Augmented Generation System to fetch papers from ArXiv and generate a cited summary.
RAG Made Simple: Technical Design and Architecture of Simplicity (Part 2)
A technical deep dive into the design choices and organisation of the System.
RAG Made Simple: Demonstration and Analysis of Simplicity (Part 3)
Hybrid Retrieval Augmented Generation System to fetch papers from ArXiv and generate a cited summary.