how-to - zabirauf || Zohaib

Run custom GGUF model on Ollama

Learn how to install a custom Hugging Face GGUF model using Ollama, enabling you to try out the latest LLM models locally. This guide covers downloading the model, creating a Modelfile, and setting up the model in Ollama and Open-WebUI.

2 min read

A beginners guide to fine tuning LLM using LoRA

Discover how to create a synthetic dataset, select the right metrics for evaluation, and fine-tune your model using LoRA for a narrow scenario. Plus, learn how to serve your model efficiently using LLaMa.cpp on Mac/Linux.

8 min read

A guide to using Python with Supabase securely

Learn how to use Python with Supabase for web development for all your AI/LLM backend needs. Create a secure Python service that validates JWT tokens from Supabase and integrates with Next.js.

6 min read

Using ElasticSearch in Elixir

ElasticSearch [http://www.elasticsearch.com/products/elasticsearch/] is a document database, not in the typical sense, topped up with a Lucene [http://lucene.apache.org/] for doing free form text search on your document. This is kind of the storage you want to use if you expect a lot of

5 min read