Ajay Arunachalam – Medium

Ajay Arunachalam

Tutorial: How to convert HuggingFace LLM models to Quantized file format

Reducing AI Model Complexity — Step-by-Step in layman terms

5d ago

Tutorial: How to convert HuggingFace LLM models to Quantized file format

5d ago

Phi-4-Multimodal: The compact beast in the making

Microsoft open-sources Phi 4 Mini & Multimodal Small Language Models

Mar 2

Phi-4-Multimodal: The compact beast in the making

Mar 2

Using pip to install a Large Language Model that’s under 500MB

You can now simply pip install a full LLM!

Feb 27

Using pip to install a Large Language Model that’s under 500MB

Feb 27

LLM 2.0?

An introduction to LARGE CONCEPT MODELS (LCMs)

Jan 12

LLM 2.0?

Jan 12

Identifying root-cause of LLMs performance issues with Embedding Analysis

Using Meta’s Llama LLM for generating summaries and Arize AI’s Phoenix for analyzing {article} →{generated-summary} pairs & evaluating with…

Jan 7

Identifying root-cause of LLMs performance issues with Embedding Analysis

Jan 7

End-to-End LLM Monitoring, Observability, Evaluation and Calibration — Part 2

Hands-on demo illustration with building LLM-powered applications & inspecting it

Dec 31, 2024

End-to-End LLM Monitoring, Observability, Evaluation and Calibration — Part 2

Dec 31, 2024

End-to-End LLM Monitoring, Observability, Evaluation and Calibration — Part 1

Hands-on demo illustration with building LLM-powered applications & inspecting it

Dec 31, 2024

End-to-End LLM Monitoring, Observability, Evaluation and Calibration — Part 1

Dec 31, 2024

Exploring “Langfuse” — An open-source LLM Engineering Platform

Traces, evals, prompt management, playground, metrics and many more cool features to debug and improve your LLM application

Dec 24, 2024

Exploring “Langfuse” — An open-source LLM Engineering Platform

Dec 24, 2024

Hands-on demo with building Agentic RAG (Retrieval-Augmented Generation) pipeline

Illustration to see how autonomous agents can be involved in the RAG system to retrieve the most relevant piece of information

Dec 17, 2024

Hands-on demo with building Agentic RAG (Retrieval-Augmented Generation) pipeline

Dec 17, 2024

Building LLM-powered APPs with Observability and Evaluation

Illustration on how to build, observe, evaluate, and analyze a LLM-powered application with explainability

Dec 15, 2024

Building LLM-powered APPs with Observability and Evaluation

Dec 15, 2024

Ajay Arunachalam

Ajay Arunachalam

AWS Cloud Solution Architect; AWS ML Specialist; Power BI Certified ;Certified Scrum Master https://www.linkedin.com/in/ajay-ph-d-4744581a/

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