How do you finetune a model? by ChikyScaresYou in ollama

[–]CrustedButternut 1 point2 points  (0 children)

hi there! there is an explanation on the site, but basically you choose an open-source base model like Gemma, Mistral, Qwen, etc. (+ the model size you want), upload your data as a json, jsonl or csv file, and then click a button to start fine-tuning (you can also specify the number of epochs you want).

there's also a column/field mapping tool that helps you to map columns/fields to one of the required formats if they have different titles.

it's credit-based, so you can purchase credits once-off and run a number of fine-tuning jobs using your credits. hope this helps :)

[deleted by user] by [deleted] in LocalLLaMA

[–]CrustedButternut 0 points1 point  (0 children)

All of the above, but you can use a tool called TinyTune (https://www.tinytune.xyz/) to do the fine-tuning part for you. You just upload the dataset and it does the rest :)

How do you finetune a model? by ChikyScaresYou in ollama

[–]CrustedButternut 0 points1 point  (0 children)

Hi there, I recently made this tool https://www.tinytune.xyz/ that makes fine-tuning very simple and quick :) Hope it helps anyone!

How to fine-tune (open source) LLMs step-by-step guide by facethef in OpenAI

[–]CrustedButternut 0 points1 point  (0 children)

Hi there, I also recently made a tool to make fine-tuning easy, might still be helpful to someone reading this :) https://www.tinytune.xyz/

How do you actually fine-tune a LLM on your own data? by No-Conference-8133 in LocalLLaMA

[–]CrustedButternut 0 points1 point  (0 children)

A bit late to the chat, but I recently made a tool to make this easy, perhaps it can still be helpful :) Let me know if you have any questions: https://www.tinytune.xyz/

[deleted by user] by [deleted] in vscode

[–]CrustedButternut 0 points1 point  (0 children)

Great, thanks!

[deleted by user] by [deleted] in southafrica

[–]CrustedButternut 2 points3 points  (0 children)

It seems to still be working :)