Can I push fine-tuned models in private mode on Huggingface and use them in my environment later on for inference using the transformers library? If yes, what are the limits on the number of models I can use in private mode? is it free or should I pay something?
Yes you can. There’s no limit on the number of models, it’s free as the Transformers library is free to use.
Regarding if you want to host very large datasets on the hub; see this discussion: Is there a size limit for dataset hosting - #4 by julien-c
Thank you for your answer, now is there any time limit on how long can I keep these models stored on the hub?
No there’s no time limit 
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