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LLM-as-a-Judge: Rethinking How We Evaluate AI Systems
An innovative evaluation technique in the field of artificial intelligence where one Large Language Model (LLM) is used to assess or "judge" the outputs generated by another LLM

Nagesh Singh Chauhan
Dec 25, 202514 min read


Model Context Protocol (MCP): Engineering Context for LLMs
The future of AI is not defined by larger models, but by better context and orchestration.

Nagesh Singh Chauhan
Dec 22, 202511 min read


The Dragon Hatchling (BDH): Bridging Transformers and Brain-Like Reasoning
Modern neural networks can recognize faces, write stories, and even pass programming interviews — but they all share the same limitation: they stop learning once deployed.

Nagesh Singh Chauhan
Dec 21, 202510 min read


Breaking the Rules: Jailbreaking in Large Language Models
A Deep Dive into Security Challenges, Ethical Implications, and Protective Strategies in Modern AI Systems.

Nagesh Singh Chauhan
Dec 31, 202410 min read


Byte Latent Transformer: Engineering the Next Generation of AI
Meta AI has unveiled a groundbreaking advancement in language model architecture with the Byte Latent Transformer (BLT).

Nagesh Singh Chauhan
Dec 21, 20247 min read


Agentic AI: Transforming How Machines Think and Act
Agentic AI begins a new era of autonomy. Now, AI systems will not just follow orders.

Nagesh Singh Chauhan
Dec 1, 20247 min read


RAFT: Teach LLMs to be better at RAG
Blending the Best of Both Worlds: How RAFT Merges Retrieval-Augmented Generation with Fine-Tuning for Enhanced

Nagesh Singh Chauhan
Jun 22, 20247 min read


Decoding Vector Embeddings: The LLM Game Changers
The article offers a thorough overview of vector embeddings and their associated vector databases.

Nagesh Singh Chauhan
Apr 12, 202413 min read


DSPy: A Revolutionary Framework for Programming LLMs
The article offers a comprehensive exploration of the DSPy module, aimed at optimizing LLM prompts for enhanced performance.

Nagesh Singh Chauhan
Mar 28, 202412 min read


Exploring 1-Bit LLMs by Microsoft
1-bit LLMs offer a revolutionary approach by storing weights using only 1 bit (0 or 1) instead of multiple bytes.

Nagesh Singh Chauhan
Mar 13, 20247 min read


Google Gemma- Open Source LLM: Everything You Need to Know
Google Gemma- open source LLM: Everything you need to know

Nagesh Singh Chauhan
Mar 2, 20246 min read


Fine-tuning Large Language Models (LLMs) using PEFT
The article contains an overview of fine tuning approches using PEFT and its implementation using pytorch, transformers and unsloth.

Nagesh Singh Chauhan
Jan 19, 20249 min read


Exploring Phi-2: Microsoft's Latest Small Language Model(SLM)
The article delves into Microsoft’s Phi-2 SLM, showcasing its fine-tuning for sentiment analysis using the PEFT and PyTorch.

Nagesh Singh Chauhan
Jan 8, 20247 min read


Retrieval Augmented Generation (RAG) in Large Language Model(LLMs)
Explore how Retrieval Augmented Generation (RAG) is revolutionizing the precision of responses from large language models (LLMs).

Nagesh Singh Chauhan
Jan 3, 20247 min read


Breaking Boundaries with Generative AI: A Closer Look at Large Language Models
Large Language Models have the ability to recognize, summarize, translate, predict, and generate content by leveraging extensive datasets.

Nagesh Singh Chauhan
Jun 18, 20238 min read
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