Transformers
Oct 3, 20268 min read
Positional Encoding: How a Transformer Knows Word Order
Learn why attention needs position information and how positional encodings give every token a place in a sequence.
transformerspositional encodingembeddings
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LLM Benchmarking
Oct 2, 202627 min read
Context Language Models Paper Review: LLMs That Edit Their Own Context
A plain-English review of the Context Language Models paper: how treating the context as a file lets an LLM edit its own working memory, what Suffix Cache Reuse saves, and what the results show.
context language modelscontext managementai agents
Generative AI
Oct 2, 202614 min read
Prompt Anatomy: The Four Parts of a Prompt and What the LLM Actually Reads
Learn the four parts of a prompt by asking Qwen 3.8 about Amazon's 2024 10-K, then see the chat template and the hidden text the model actually reads.
prompt engineeringllmqwen 3.8
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I left a $100K/year job to teach AI full time.
I'm Laxmi Kant Tiwari, IIT Kharagpur alumnus, founder with a successful startup exit, and an engineer with 10+ years across industry and academia. Everything here is taught the way real production systems are built.
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Context Language Models (CLM) Explained: LLMs That Manage Their Own Context
MiMo 2.6 Pro and Flash Architecture Explained (Xiaomi MiMo V2.6)
How GPUs Work for LLMs, and Why Memory Limits LLM Speed
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Master Langchain v1, Local LLM Projects, Ollama, DeepSeek, LLAMA 3.2, Complete Integration Guide.
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Agentic RAG and Chatbot, AI Agent, DeepSeek, LLAMA 3.2 Agent, FAISS Vector Database.
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I really like this course. It explains AI step by step in a simple and clear way. This should be the first course anyone takes to truly understand AI.
This is the only course which finally teaches how to fine-tune your own LLM.
Great content, comprehensive code documentation, flow and topic selection. Laxmi provides a good learning experience.
The course is very excellent especially to start learning llms.
This was a great course. I picked up a lot of new things, and the instruction was excellent. I'm really glad I enrolled.
Really good course
This course is well structured, every session is easy to digest and very well explained. Kudos to the lecturer and team.
the course has been designed in a well structured way from bert model to advanced lora qlora techniques and easy to understand the concept
The instructor explains in a very organised way which gives us an idea what are the fundamentals that are required.
This is the one of the best course in this platform to automate the blender with Claude!!!!!
ótimo curso para iniciar em contruções de agentes!