Technical ramblings

Qwen3.8-27B on Intel Arc Pro: two cards, near four-card speed

intel

arc

arc-pro

xe2

xpu

sglang

llm-inference

quantization

agentic-coding

A four-bit Qwen3.8-27B build for Intel Arc Pro B-series GPUs: 37.8 tok/s on two B65 cards, 52.1 on four, and what the measurements said along the way.

Exposing Local Applications: Cloudflare and Gradio Tunnels

When developing or testing applications locally, you may need to share them quickly over the internet. Whether it’s for demos, hackathons, or collaborative projects…

Text-to-SQL Generation Using LLMs Fine-Tuned with QLoRA on Intel GPUs

intel

dgpu

PVC1100

arc

PyTorch

bigdl-llm

The landscape of AI and natural language processing has dramatically shifted with the advent of Large Language models (LLMs). This shift is characterized by advancements…

Stable Diffusion inference on Intel Arc GPUs

intel

dgpu

graphics

arc

pytorch

tensorflow

Now that we have our Arc discrete GPU setup on Linux, let’s try to run Stable Diffusion model using it.

Configure Intel Arc A370M Xe-HPG discrete GPU on Linux

intel

dgpu

graphics

These instructions are for Ubuntu 22.04 LTS-based Oses. I am using Pop!_OS 22.04 LTS derivative of Ubuntu 22.04.

Flashcard Rust: What type is this variable again?!

coding

rust

A minimal introduction to Rust.

Flashcard Rust: Colon colon angle bracket or turbofish!

coding

rust

A minimal introduction to Rust.

Flashcard Rust: Result Type in Rust and how to handle it

coding

rust

A minimal introduction to Rust.

Simple methods to try first:

ml

Catastrophic forgetting in Neural Nets

Temporal Difference or TD Learning

prose

ml

Learning methods in RL

Temporal Difference or TD Learning

prose

ml

Learning methods in RL

Reinforcement Learning (RL)

prose

ml

Reinforment Learning for the unintiated

Python multiprocessing

coding

Multiprocessing using ray.

Timing python functions

coding

A simple timing decorator for python

Python concurrency lessons

coding

when to use threads and processes.

Flashcard Rust: Variables

coding

rust

A minimal introduction to Rust.

Flashcard Rust: Cargo

coding

rust

A minimal introduction to Rust.

Flashcard Rust: First steps

coding

rust

A minimal introduction to Rust.

Monkeys, Juggling and some Golang

coding

A simple intro to concurrency in Go

Borg

coding

An interesting design pattern - Borg

Message Authentication and PRFs

crypto

Pseudo random functions and message authentication.

An opinonated checklist on crypto

crypto

A checklist to have when thinking of implementing crypto

Graduated

life

yup, that’s done!.