Sorted by Tags

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM

1 minute read

Python code snippet to automatically select the GPU out of a GPU-pool

Version Controlling ML projects using DVC

10 minute read

Automate ML steps using pipelines

Reducing the runtime from 2+ hours (on-GPU) to 8 mins in a recent project

9 minute read

Highlighting the bad engineering practices in production ready ML code

Version Controlling ML projects using DVC

10 minute read

Automate ML steps using pipelines

Version Controlling ML projects using DVC

10 minute read

Automate ML steps using pipelines

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM

1 minute read

Python code snippet to automatically select the GPU out of a GPU-pool

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

[Shorts-1] How to download HuggingFace models the right way

1 minute read

Downloading huggingface models as git repos

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM

1 minute read

Python code snippet to automatically select the GPU out of a GPU-pool

[Shorts-1] How to download HuggingFace models the right way

1 minute read

Downloading huggingface models as git repos

Reducing the runtime from 2+ hours (on-GPU) to 8 mins in a recent project

9 minute read

Highlighting the bad engineering practices in production ready ML code

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

Version Controlling ML projects using DVC

10 minute read

Automate ML steps using pipelines

[Shorts-1] How to download HuggingFace models the right way

1 minute read

Downloading huggingface models as git repos

Adapting Text Augmentation to Industry problems

8 minute read

Applying recent NLP-Augmentation ideas to Industrial projects

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Reducing the runtime from 2+ hours (on-GPU) to 8 mins in a recent project

9 minute read

Highlighting the bad engineering practices in production ready ML code

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM

1 minute read

Python code snippet to automatically select the GPU out of a GPU-pool

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

[Shorts-1] How to download HuggingFace models the right way

1 minute read

Downloading huggingface models as git repos

[Shorts-3] GPU Memory management -> Automatically select GPU with unused RAM

1 minute read

Python code snippet to automatically select the GPU out of a GPU-pool

Speeding-up your dataset-creation process

7 minute read

Talks about building a dataset from scratch and offers a few tricks to speed-up the process

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

Version Controlling ML projects using DVC

10 minute read

Automate ML steps using pipelines

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

Reading & Writing to PDFs

6 minute read

Shows how to read/write PDFs and explains how PDF stores data

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Delineating my NLP experience

6 minute read

Talks about my experience in NLP - tools, techniques, and projects.

Old School NLP Technologies - Automata, Transducers, etc

6 minute read

Talks about Finite-State Automata, Transducers & their applications

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Old School NLP Technologies - Automata, Transducers, etc

6 minute read

Talks about Finite-State Automata, Transducers & their applications

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

[Shorts-2] Papermill=>Adding Parameters to Python Notebooks & executing them like a function

1 minute read

Make Notebooks work like functions

Delineating my NLP experience

6 minute read

Talks about my experience in NLP - tools, techniques, and projects.

Delineating my NLP experience

6 minute read

Talks about my experience in NLP - tools, techniques, and projects.

Old School NLP Technologies - Automata, Transducers, etc

6 minute read

Talks about Finite-State Automata, Transducers & their applications

Old School NLP Technologies - Automata, Transducers, etc

6 minute read

Talks about Finite-State Automata, Transducers & their applications

Why zero-ing gradients isn’t enough?

6 minute read

Talks about why setting set_to_none = True makes a difference

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Rapid Prototyping with LLMs - The Journey from Notebook Musings to Real-World Enterprise Solutions

7 minute read

Talks about how LLMs enabled me to rapidly prototype and test ideas and how they are enabling a new era of Product Integration.

Understanding LoRA and QLoRA - The Powerhouses of Efficient Finetuning in Large Language Models

15 minute read

Delving into the math behind LoRA and QLoRA

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Creating an Automated UI controller with GPT agents & GPT-4v

11 minute read

Talks about how we can build an automated UI controller with GPT agents

Murali Manohar

Sorted by Tags

Annotation

CUDA

DVC

Data Science

Data Versioning

Data-Augmentation

Data-Science

Dataset creation

Deep Learning

Engineering

GPT

GPT3

GPT4

GPU

HuggingFace

Inference

Jupyter Notebook

LLM

LMs

Language Models

LoRA

Machine Learning

Model management

NLP

Notebook

OpenAI

Optimization

PDF

PDF parsing

Product Development

Prototyping

Python

QLoRA

Reading PDFs

Shorts

Tooling

Tools

Writing to PDF

agents

automation

data science

finetuning

foma

huggingface

iPython Notebook

interviews

nlp

tooling

transformers

ui

vision