# Are there any pertained models to generated image, text,video and audio embeddings in Julia ? If yes where can I find /download them to use?

**URL:** <https://discourse.julialang.org/t/are-there-any-pertained-models-to-generated-image-text-video-and-audio-embeddings-in-julia-if-yes-where-can-i-find-download-them-to-use/97408>\
**Category:** Signal and Image Processing\
**Created:** [April 12, 2023, 10:30pm UTC](https://discourse.julialang.org/t/are-there-any-pertained-models-to-generated-image-text-video-and-audio-embeddings-in-julia-if-yes-where-can-i-find-download-them-to-use/97408 "2023-04-12T22:30:24Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![5hv5hvnk](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/5hv5hvnk/32/47577_2.png) [@5hv5hvnk](https://discourse.julialang.org/u/5hv5hvnk)\
**Post date:** [April 12, 2023, 10:30pm UTC](https://discourse.julialang.org/t/are-there-any-pertained-models-to-generated-image-text-video-and-audio-embeddings-in-julia-if-yes-where-can-i-find-download-them-to-use/97408/1 "2023-04-12T22:30:24Z")

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I want to find embedding of different type of datafiles and save them. Since I am quite new to Julia I am not being able to find appropriate models that does these tasks.

Thank you

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**Author:** ![aplavin](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/aplavin/32/222056_2.png) [@aplavin](https://discourse.julialang.org/u/aplavin)\
**Post date:** [April 13, 2023, 1:13pm UTC](https://discourse.julialang.org/t/are-there-any-pertained-models-to-generated-image-text-video-and-audio-embeddings-in-julia-if-yes-where-can-i-find-download-them-to-use/97408/2 "2023-04-13T13:13:21Z")

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If you need state-of-the-art models to apply them to your data, instead of developing new models, I think the best approach is to call corresponding python libraries from Julia (eg `sentence-transformers`, `InstructorEmbeddings`, etc).  
It’s effectively zero-overhead, and installing Python packages through `CondaPkg` is arguably even more straightforward and reproducible than common Python workflows.

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**Author:** ![5hv5hvnk](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/5hv5hvnk/32/47577_2.png) [@5hv5hvnk](https://discourse.julialang.org/u/5hv5hvnk)\
**Post date:** [April 13, 2023, 9:04pm UTC](https://discourse.julialang.org/t/are-there-any-pertained-models-to-generated-image-text-video-and-audio-embeddings-in-julia-if-yes-where-can-i-find-download-them-to-use/97408/3 "2023-04-13T21:04:58Z")

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Latter sounds neat I wasn’t aware we can do that 😕  
Let me try them out.

Thanks for helping