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26

min

Create Your Own Data

Create Your Own Data

Create Your Own Data

Create Your Own Data

publish date

Apr 8, 2024

duration

26

min

Difficulty

Intermediate

Beginner

Beginner

Beginner

Case details

Ever encountered a problem that could be solved if you had 100 people, with an understanding of the general world? How about using a general world based LLM to solve this. A technique to solve LLM efficiency with specific problems is to fine-tune but one can also use another technique called distillation. Here we solve a problem using distillation by creating our own synthetic data using LLM based learning. We will also discuss pitfalls and solutions

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About Author

Software Engineer

Python Enthusiast, coding since 2014, it will be a decade next year. Yay! Multi-Pycon speaker engagements including India, South Africa, Europe, Sweden and Hong Kong. On the Natural Language Processing train since 2018. I do fun experiments, sometimes social with data, python and language models because I believe as do most multinational companies now, that the human condition is encoded in language, just as science in math, and it in inevitable that one day, we will be using computers to help us linguistically as they do mathematically.

Software Engineer

Python Enthusiast, coding since 2014, it will be a decade next year. Yay! Multi-Pycon speaker engagements including India, South Africa, Europe, Sweden and Hong Kong. On the Natural Language Processing train since 2018. I do fun experiments, sometimes social with data, python and language models because I believe as do most multinational companies now, that the human condition is encoded in language, just as science in math, and it in inevitable that one day, we will be using computers to help us linguistically as they do mathematically.

Software Engineer

Python Enthusiast, coding since 2014, it will be a decade next year. Yay! Multi-Pycon speaker engagements including India, South Africa, Europe, Sweden and Hong Kong. On the Natural Language Processing train since 2018. I do fun experiments, sometimes social with data, python and language models because I believe as do most multinational companies now, that the human condition is encoded in language, just as science in math, and it in inevitable that one day, we will be using computers to help us linguistically as they do mathematically.

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Questions?

Chat with Us!

910 Foulk Road, Suite 201

Wilmington, DE 19803, USA

© 2025 Geekle. All rights reserved.

Questions?

Chat with Us!

910 Foulk Road, Suite 201

Wilmington, DE 19803, USA

© 2025 Geekle. All rights reserved.

Questions?

Chat with Us!

910 Foulk Road, Suite 201

Wilmington, DE 19803, USA

© 2025 Geekle. All rights reserved.