Blog

• Finetuning Gemma 3 270M model

  Gemma 3270Mfinetuning

  August 26, 2025

• Gemma 3 Chatbot

  Gemma 3270Mlocal runHF transformersClaude Opus 4.1Zed

  August 19, 2025

• MCP Server Inspector

  MCPclientsAnthropic

  March 19, 2025

• MCP Client

  smolagentsMCPclientsDocker

  March 16, 2025

• Claude Desktop

  LLMClaude DesktopMCP

  March 12, 2025

• Claude Save

  March 12, 2025

• Junie

  LLMAIJunieJetBrainsJunie

  March 12, 2025

• Implementing transformer Decoder

  KarpathySelf attentionTransformers

  August 20, 2024

• Self attention

  KarpathySelf attentionTransformers

  August 15, 2024

• Inference-pytorch-models

  PyTorchinferenceONNX

  August 12, 2024

• Error #1 when using tensor.view() in PyTorch

  PyTorchview()Runtime error

  August 11, 2024

• Batch Normalization

  August 10, 2024

• Parameters initialization impacts

  August 7, 2024

• Explore data using datasette lite

  DatasettePythonSqlite

  August 7, 2024

• ML Inference at the client

  August 4, 2024

• Eureka Labs from Karpathy

  MLKarpathy

  August 4, 2024

• Quality of a model - Cross entropy loss

  MLPyTorchmodel performanceCross entropy loss

  August 4, 2024

• PyTorch tips from Karpathy

  MLKarpathyPyTorch

  August 4, 2024

• Back Propagation

  MLNeural networksBackpropagation

  August 3, 2024

• Word Embeddings

  MLWord Embeddingsmakemore lectures

  August 3, 2024

• Learning Machine Learning

  Machine LearningAndrej Karpathy lectures

  August 3, 2024

• Sphinx

  May 20, 2024

• Llamafile

  May 19, 2024

• OpenAI GPT-4o model

  May 14, 2024

• Kaggle metadata using Datasette

  Understanding metadata about Competitions, Datasets, Kernels, Users.

  Kaggle MetaDatasettesqlite-utilsData analysisCloudRun

  March 9, 2024

• Web UI practice

  Frontend mentor challenges

  UI PracticeCSSJS

  March 2, 2024

• httpie

  HTTPie (pronounced aitch-tee-tee-pie) is **a command-line HTTP client**. Its goal is to make CLI interaction with web services as human-friendly as possible.

  HTTP ClientHTTPie

  March 2, 2024

• ASUS TUF F15

  ASUS TUF F15 Model

  LaptopGPUNVIDIA

  February 20, 2024

• Using Docker

  Docker

  DockerContainers

  February 20, 2023

• Networking - Troubleshooting

  Linux network troubleshooting commands

  linuxcli networking

  October 10, 2020

• Linux Commands

  Linux commands

  linuxcli

  October 10, 2020

• Network Communication at a high level

  Network communication, Layers

  OSI LayercommunicationIPv4 Addresses

  January 1, 2020

• Grouping data into batches in PySpark

  January 1, 1900

• Controlling log messages in PySpark

  January 1, 1900

• Abakcus

  January 1, 1900