General
Webhook vs Polling: Why Modern Systems Stop Asking Questions
Every distributed system eventually faces a simple question. Who should speak first? Should a client repeatedly ask, “Has anything changed?” Or should the server…
Blog
Practical technical articles and clear explanations.
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General
Python installation in Windows
https://www.python.org/ftp/python/pymanager/python-manager-26.2.msix From Windows PowerShell please see python –versionPython 3.14.5 Now in VS Code or bash terminal in Windows please do Now let create a…
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General
How Antropic Internal Code Leaked via the Public npm Registry ?
So, you’ve probably seen the news about the internal code exposure. It sounds like a sophisticated breach, but in reality, it was a classic…
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Artificial Intelligence
Understanding Pre-Training in Large Language Models
Pre-training is the phase where we teach a model how language works. Before a model can answer questions, write code, or chat with us,…
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Artificial Intelligence
An Introduction to Vision Language Model
AI application now a days are not only generating texts , but also images, audio and videos. The similar approach of transformer architecture is…
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Artificial Intelligence
Tokens and logits relation in LLM
A token is a piece of text the model understands. It may be: Now each token will have a specific numerical value assigned. Token…
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Artificial Intelligence
An understanding of Attention Head in LLM
The attention heads live inside the Transformer layer Each Transformer layer actually contains two main parts: 1 Multi-Head Self Attention2 Feed Forward Neural Network…
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Artificial Intelligence
How logits are formed in LLM?
The model scores (logits) come from the last neural network layer of the transformer. After many transformer layers, the model produces a vector that…
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Artificial Intelligence
Softmax and how LLM is predicting the next word
When LLM predict the next word, it first gives scores for every possible words from the transformer stage of LLM. I like to drink…
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General
Elevating Your Professional Profile: From Task-Oriented to Value-Driven
In a competitive job market, your profile needs to be more than a chronological list of responsibilities. To truly stand out, you must demonstrate…
