Finish docs textual inversion #3068
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sayakpaul
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Apr 12, 2023
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| The textual inversion script will by default only save the textual inversion embedding vector(s) that have | ||
| been added to the text encoder embedding matrix and consequently been trained. |
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Maybe also provide the example?
sayakpaul
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Apr 12, 2023
sayakpaul
reviewed
Apr 12, 2023
sayakpaul
reviewed
Apr 12, 2023
| Currently there is no `load_textual_inversion` function for Flax so one has to make sure the textual inversion | ||
| embedding vector is saved as part of the model after training. | ||
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| The model can then be run just like any other Flax model: |
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The sentence closes with :. Did you mean to provide any example?
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I think it's ok, there's a python snippet after the paragraph.
pcuenca
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Apr 12, 2023
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| To load the textual inversion embeddings you first need to load the base model that was used when training | ||
| your textual inversion embedding vectors. Here we assume that [`runwayml/stable-diffusion-v1-5`](runwayml/stable-diffusion-v1-5) | ||
| was used as a base model so we load it first: |
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I checked if it was possible to retrieve the model from the trained concepts, but it looks like not all the models have a base_model metadata tag in the readme file :(
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Yes I noticed this too, but changed the notebook so that future models have it :-) Sadly we don't really know what previous text inversions were trained on (I'd assume that most were trained on compvis1-4 though: huggingface/notebooks@944dc4b) cc @apolinario
| Currently there is no `load_textual_inversion` function for Flax so one has to make sure the textual inversion | ||
| embedding vector is saved as part of the model after training. | ||
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| The model can then be run just like any other Flax model: |
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I think it's ok, there's a python snippet after the paragraph.
Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]>
w4ffl35
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* Finish docs textual inversion * Apply suggestions from code review Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]> --------- Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]>
dg845
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* Finish docs textual inversion * Apply suggestions from code review Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]> --------- Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]>
yoonseokjin
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Dec 25, 2023
* Finish docs textual inversion * Apply suggestions from code review Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]> --------- Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]>
AmericanPresidentJimmyCarter
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* Finish docs textual inversion * Apply suggestions from code review Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]> --------- Co-authored-by: Sayak Paul <[email protected]> Co-authored-by: Pedro Cuenca <[email protected]>
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