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Cover image for I fine-tuned my model on a new programming language. You can do it too! 🚀

I fine-tuned my model on a new programming language. You can do it too! 🚀

Nevo David on April 25, 2024

I have been using OpenAI ChatGPT-4 for a while now. I don't have a lot of bad stuff to say about it. But sometimes, it's not enough. In Winglang, ...
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Shai Ber

Nice! Is there a way to access the LLM you trained?

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Brad Micklea

Very soon KitOps will have a Dev mode command that will make it easy to run the LLM locally and interact with it via prompts or chats as well as experiment with various parameters. You can star our repo or, better yet, join our discord: discord.gg/Tapeh8agYy

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Sammy Scolling

Can't wait 🤞

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Brad Micklea

Good news - KitOps dev mode is here! Now you can run and interact with an LLM locally (no internet or GPUs required) with a single Kit CLI command.
dev.to/kitops/kitops-release-v02-i...

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Nevo David

Awesome!

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Brad Micklea

Good news - KitOps dev mode is here! Now you can run and interact with an LLM locally (no internet or GPUs required) with a single Kit CLI command.
dev.to/kitops/kitops-release-v02-i...

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bmicklea profile image
Brad Micklea

Good news - KitOps dev mode is here! Now you can run and interact with an LLM locally (no internet or GPUs required) with a single Kit CLI command.
dev.to/kitops/kitops-release-v02-i...

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Nevo David

I will dm you :)

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Brad Micklea

You can, KitOps dev mode lets you run and interact with an LLM locally (no internet or GPUs required) with a single Kit CLI command.
dev.to/kitops/kitops-release-v02-i...

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Nathan Tarbert

Looks like I need to check out KitOps!

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Nevo David

You do!

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Morgan

I'll check Kitops out!

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Andrew

Intresting, almost no python code :)

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Nevo David

A little bit :)

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Jesse Williams

Check out our discord, we have a lot coming down the pipeline in the next few weeks. discord.gg/Tapeh8agYy

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Nevo David

🚀

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Ayush Thakur

Very informative blog, Nevo

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Nevo David

Thank you so much!

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Mathew

I love it!

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Nevo David

🙏🏻

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Johny

Awesome!

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Nevo David

🚀

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Benjamin

Autotrain really simplifies everything.

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Nevo David

It is!

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mark-friedman

So what were your results? How did your small, but fine-tuned, model do with questions and code generation tasks with your new language compared to your RAG-based approach with GPT-4?

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Pablo E. Cabrol • Edited

Have you tried Gen app Builder from Google?, let you use a set of data and no code to have a natural language access to your documentation. I'm doing my homework to test it my self. 😊

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Matija Sosic

Thanks for sharing - we've actually been thinking about doing something similar for Wasp, our full-stack framework for React & Node.js! (github.com/wasp-lang/wasp)

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henrywills22

Awesome!

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Arun

What about the size of data and the time it took to train in your MacBook?