go-deeper

Previously I used to write my personal blogpost at medium and I also write release / educational blogposts at PremAI. Check out if you are interested.

I will write some of my personal blogs around open-source, in-depth technical topics etc here, so stay tuned ;)

PremAI Blog Posts

Title Date
Prem-1B-SQL, Fully local performant SLM for Text to SQL 20/09/24
PremSQL: Towards end-to-end Local First Text to SQL pipelines 10/09/24
Evaluating LLMs for text to SQL with Prem text2sql 31/07/24
State of Text2SQL 2024 15/07/24
Introducing Benchmarks v2 02/05/24
Serverless Deployment of Mistral 7B v0.2 using Runpod 26/03/24
Serverless Deployment with Google Gemma using Beam Cloud 22/03/24
Serverless Deployment of Mistral 7B with Modal Labs and HuggingFace 21/03/24
Mamba Simplified - Part 2 - S4 and Mamba 23/01/24
Mamba Simplified - Part 1 - Essential Pre-Requisites 13/01/24
The Tiny LLM Revolution - Part 1 04/01/24
LLM360, A true Open Source LLM 22/12/23
The Synthetic Data Revolution 19/12/23
MoEs comeback in GenAI with Mixtral 13/12/23
RAGs are cool, but what about their privacy? 12/12/23

Medium Blog posts

Title Date
Practical insights while fine-tuning LLMs for domain-specific use cases and best practices 21/08/23
Practitioners guide to fine-tune LLMs for domain-specific use case 05/08/23
Building a Knowledge base for custom LLMs using Langchain, Chroma, and GPT4All 30/07/23
Knowledge Bases and retrieval augmented LLMs, A primer. 30/07/23
Structuring projects and configuration management for LLM-powered Apps. 24/07/23
How to integrate custom LLM using langchain. A GPT4ALL example. 16/07/23
From Aspiring to Artful: The Journey of Learning Machine Learning Engineering 29/04/23