Alex Punnen – Medium

Alex Punnen

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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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Alex Punnen
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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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Alex Punnen
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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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Alex Punnen

Backpropagation Deep Dive

Back Propagation with Softmax output and CrossEntropy Loss

Feb 26, 2022

Backpropagation Deep Dive

Feb 26, 2022

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Alex Punnen
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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

Alex Punnen

US Elections 2024- A thought

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

4d ago

4d ago

Alex Punnen
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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

Alex Punnen
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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

Alex Punnen

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
in
alexpunnen

Love will find a way

What thats precious but cannot hold As like water it slips through Cannot contain as it has to be free like air But like air to breath or…

Jul 3

Jul 3

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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