Adithya S K – Medium

Adithya S K

From 7B to 8B Parameters: Understanding Weight Matrix Changes in LLama Transformer Models

Deep Dive into the Underlying Architecture of LLama3

6 min readApr 19, 2024

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From 7B to 8B Parameters: Understanding Weight Matrix Changes in LLama Transformer Models

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Adithya S K

Axolotl is all you need

a low code guide to finetuning LLMs

13 min readApr 15, 2024

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Axolotl is all you need

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Adithya S K

A Beginner’s Guide to Fine-Tuning Gemma

A Comprehensive Guide to Fine-Tuning Gemma

6 min readFeb 21, 2024

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A Beginner’s Guide to Fine-Tuning Gemma

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Adithya S K
in
Generative AI

A Beginner’s Guide to Fine-Tuning Mixtral Instruct Model

Unleashing the Power of MixTRAL: A Comprehensive Guide to Fine-Tuning

12 min readJan 8, 2024

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A Beginner’s Guide to Fine-Tuning Mixtral Instruct Model

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Adithya S K

Run any Huggingface model locally

A guide/colab notebook to quantize LLMs in GGUF formate to run them locally

10 min readJan 1, 2024

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Run any Huggingface model locally

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Adithya S K

Squeeze Every Drop of Performance from Your LLM with AWQ (Activation-Aware Quantization)

A Guide to Quantize LLMs Using AWQ on a Google Colab Notebook

7 min readOct 21, 2023

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Squeeze Every Drop of Performance from Your LLM with AWQ (Activation-Aware Quantization)

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Adithya S K

Deploy Mistral/Llama 7b on AWS in 10 mins

A Step-by-Step Guide to Deploying in Just 3 Simple Stages

10 min readOct 8, 2023

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Deploy Mistral/Llama 7b on AWS in 10 mins

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Adithya S K

A Beginner’s Guide to Fine-Tuning Mistral 7B Instruct Model

Fine-Tuning for Code Generation Using a Single Google Colab Notebook

8 min readOct 6, 2023

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A Beginner’s Guide to Fine-Tuning Mistral 7B Instruct Model

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Adithya S K

CompanionLLama: Your AI Sentient Companion — A Journey into Fine-Tuning LLama2

A Deep Dive into Fine-Tuning LLama2: Creating Your AI Sentient Companion with CompanionLLama

3 min readSep 15, 2023

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boy hugging a llama , companion llama

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Adithya S K

Adithya S K

Post blogs about Gen AI | Cloud | Web Dev | Founder @CognitiveLab spending time fine-tuning LLMs ,Diffusion models and developing production ready application

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