Alex Punnen – Medium

Alex Punnen

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Better ML

Exploring Large Language Models

Language Understanding, Task Generalization, Causal Reasoning, Explainability/Hallucinations, Quantisation, Fine-Tuning via Instruct…

Sep 4, 2023

Exploring Large Language Models

Sep 4, 2023

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Better ML

Image pre-processing for TF Serving via OpenCV, Pillow, TensorFlow tf.image.decode*

Example Input Images

Mar 29, 2019

Image pre-processing for TF Serving via OpenCV, Pillow, TensorFlow tf.image.decode*

Mar 29, 2019

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Better Software

Optimizing any TensorFlow model using TensorFlow Transform Tools and using TensorRT

Model Optimization and reducing precision from FP32 to FP 16 for speedup and reducing graph size.

Apr 25, 2019

Optimizing any TensorFlow model using TensorFlow Transform Tools and using TensorRT

Apr 25, 2019

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Backpropagation Deep Dive

Back Propagation with Softmax output and CrossEntropy Loss

Feb 26, 2022

Backpropagation Deep Dive

Feb 26, 2022

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Better Software

From Data Warehouse to Data Lake to Data Lakehouse

What’s for what, what you need, and what are the advantages and limitations

Jul 4, 2022

From Data Warehouse to Data Lake to Data Lakehouse

Jul 4, 2022

Published in
Towards AI

Compression is Generalisation, Generalisation is Intelligence - Unsupervised Learning in Large…

The predictive power of compression in large language models

Nov 22

Compression is Generalisation, Generalisation is Intelligence - Unsupervised Learning in Large…

Nov 22

US Elections 2024- A thought

The future is unpredictable. The question on everyone's mind is the US Presidential election

Nov 3

Nov 3

Published in
Towards Data Science

Leveraging Smaller LLMs for Enhanced Retrieval-Augmented Generation (RAG)

Llama-3.2–1 B-Instruct and LanceDB

Oct 18

Leveraging Smaller LLMs for Enhanced Retrieval-Augmented Generation (RAG)

Oct 18

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Techlogs

GPU Compute vs GPU memory load time

GPUs are great in parallel tasks because, unlike 10 or 20 threads of a CPU, the number of threads in a GPU is in the thousands to say at a…

Oct 6

GPU Compute vs GPU memory load time

Oct 6

The Empty Room— A Zen Story

What is full is empty, what is empty is full

Sep 14

The Empty Room— A Zen Story

Sep 14

Alex Punnen

Alex Punnen

SW Architect/programmer- in various languages and technologies from 2001 to now. https://www.linkedin.com/in/alexpunnen/

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