Fine-tuning a CRAZY Local Mistral 7B Model - Step by Step - together.ai

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In this video i fine tune a Mistral 7B model with a self generated dataset. We will go step-by-step over on how to create the dataset, convert to JSONL, upload it, start the fine-tuning, download the model, convert the model to .gguf and test it.

Reddit:

00:00 Local Fine Tune Intro
00:18 Flowchart
01:14 Create Mistral 7B Dataset
05:59 Check Dataset
06:56 Upload Dataset
07:26 Start fine-tune job
10:58 Convert model to gguf
12:39 Testing our fine tuned model
16:09 Conclusion

[luisguimaraes]

You explained in one video what several courses struggle to explain in dozens... Take a lot!

[GeorgeVuckovich]

I’ve learned more from your channel than any other on YT. Thanks, Kris!

[OutstandingLife]

2:32 I remember when 25 examples was more than enough to get started with fine tuning. And now less than a year later, 300+ examples is the minimum. It’s amazing how much I’ve learned from this community and your videos. Thank you 🙏

[Royaltea_Citizen]

Absolutely loving the content on this channel! Your insights on using AI for fun projects are both informative and inspiring. Each video feels like a new adventure into the potential of AI, and your clear, engaging explanations make even complex topics easy to understand. Can’t wait to see what you’ll explore next!

[seankernitsman]

Thanks, Kris, for teaching and keeping us up-to-date in this crazy AI wave! Practical code tutorials are always helpful and appreciated.

[saahilsachdev]

It's amazing at the way you explain the concepts in a super simple manner. Kudos to you. Keep the banging content coming our way :)

[silentphil]

Love your work man, learnt so much being a member!

[STRIKE]

Thank you! I'm definitely going to try this. It's the first time I see the process somewhat clear!

[JasonBevel]

Love being a member, Kris! Always overdelivering value.

This video was a great overview of fine tuning your own model. Simple enough for me to understand. 😂

[harristengku]

You know from the value that you produce in your channel. I might just purchase whatever paid content you have. Truly amazing, think about starting a Skool community man. You're great.

[watcher]

Talk about an AI with attitude. Thanks for the walk through. I haven't used fine tuning and could use the additional information.

[Cokemntr]

I really new to this but I enjoy the hell out of these videos. I look forward to making my own as soon as I can

[ghosting-cmzf]

your videos never disappoint! Keep it up with AMAZING content.

[Infkkkkk]

This is the most straight forward fine tuning tutorial on youtube ever!

[blacktygr]

Interesting, but the time it took to train on that small dataset is.. a lot. As always, thanks for presenting new stuff :).

[nexuslux]

Thanks for the detailed video.. fine tuning seems worthwhile!

[djjeffgold]

Thanks for the great content and repos. Super helpful content.

[vaibhavmishra]

You are doing really great and we are learning a lot by you

[pushpaaji]

Amazing. Will try it out today for finetuning

[ejh]

Woot Woot!! Thanks for the fantastic Video! Oh, and for the pick 5 😉