Blogs on 'llm' tag
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Implementing RoPE (Rotary Positional Embedding) in C#
This blog is the implementation of RoPE for understanding the basic mathematical calculation behind RoPE.
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Positional Encoding and RoPE in LLMs
this blog will provide the concept of positional embedding and RoPE
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Transformer Architecture in Large Language Models (LLMs)
This blog will give the knowledge about What is the transformer architecture and why its needed.
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Self-Attention and Multi-Head Attention in Large Language Models (LLMs)
this blog will help you to understand about the Self- attention and multi-head attention in LLMs.
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Understanding Word Embeddings and BERT with PyTorch
This blog explains embeddings and BERT contextual embeddings using PyTorch with similarity comparison examples.
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Embedding in Large Language Model (LLMs)
this blog provides you the conceptual knowledge about embedding in LLMs.
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Understanding the LLM Training Flow: From Batch Loading to Weight Updates
A deep dive into the core training loop of Large Language Models (LLMs).
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Streaming Responses from an LLM in ASP.NET Core: Real-Time AI Output with Server-Sent Events
Learn how to handle streaming responses from Large Language Models (LLMs) in ASP.NET Core using Server-Sent Events (SSE), SignalR, and HTTP streaming to deliver
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Building AI Features in ASP.NET Core Using Large Language Models
Learn how to integrate Large Language Models (LLMs) into ASP.NET Core applications using OpenAI, Azure OpenAI, Semantic Kernel, and local AI models.
