finetuning Questions

Showing 1 - 5 of 114 questions
Thinking4UThinking4U
Thinking4UPLUS
Aug 6, 2026
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Q: Seeds are useless

The docs claim "same seed + same parameters = consistent results." That is not observable.

I have run many tests running the same exact call with the same seed and they're never producible at all. What is the point of the seed?

This really seems to limit my ability to make the same song, same style, same everything. If I want to make edits after the fact or reproduce my style.

Founder Team
stuart_ft

stuart_ft

Aug 10, 2026

A: Please shoot me an email to [email protected] with some example song names etc in your account which should be the same and then I can dig into this. This seems like a genuine bug so I'd like to explore what has happened and put a fix in place. Thanks!

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beckzrulezbeckzrulez
beckzrulezPLUS
Jul 12, 2026
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Q: On which date do monthly credits reset?

Founder Team
stuart_ft

stuart_ft

Jul 17, 2026

A: Hey beckzrulez, it is monthly basis based on redemption date.

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dg_digidg_digi
dg_digiPLUS
Jun 15, 2026
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Q: Do we essentially lose ownership of our human creative work when using finetuning?

I think there is a Great lack of transparency here with your listing on AppSumo. Your website you say users cant:

Resell as stock music-You cant redistribute tracks as-is through stock music libraries or marketplaces

Register with Content ID-Do not register generated tracks with YouTube Content ID, Spotify for Artists fingerprinting or similar systems

Claim exclusive copyright ownership-You...

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SooBrettSooBrett
SooBrettPLUS
Edited Jun 15, 2026
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Q: Copyright clarification – what percentage of human input is required

If someone writes the lyrics to a song without any AI input, they have copyright ownership. If they then use Finetuning to create the accompanying music, do they still have copyright ownership? I've read various Qs & As, but it's not 100% clear. I know that AI generated content of any type is not copyrightable, but it's a grey area when human creativity is involved. Suppose a well known band used the song, would the originator have any grounds to challenge them?

Founder Team
stuart_ft

stuart_ft

Jun 16, 2026

A: I am not a copyright lawyer so would advise consulting one on this but my understanding would be that if you are using your own original lyrics then that should be enough human transformation of the AI piece to be copyrightable.

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Thinking4UThinking4U
Thinking4UPLUS
Jun 15, 2026
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Q: API Endpoint /enhance-lyrics

The API endpoint /enhance-lyrics is not documented and seems like a core feature to include. Also it is not clear if it costs against our credits. But are we allowed to use this endpoint?

Founder Team
stuart_ft

stuart_ft

Jun 15, 2026

A: Hey thanks for the question. We didn't consider making this an endpoint as we don't put a cost for it in the platform but expect that to be done with human usage. To be honest, a lot of the API we have developed is for agents to use primarily of course writing your own code the traditional way is also there.

I don't see a real need to create such an endpoint as you could toggle in your own AI...

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