how to use huggingface models without downloading model into local machine

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I was using Huggingface models in my python code. When I run the code its downloads everything in my local machine and it takes almost a long time to respond back. Since the model files are in my system, it occupied all my drive space. What is the other alter method I can use rather than downloading. Please help me.

how to use huggingface models without downloading model into local machine by using APIs.

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You can use together ai to use the model but you will have topay for it. They will provide you $25 free credit at sign up. Hope this helps.