kurayamiblackheart
commented
6 months ago I hope this gets fixed soon
Open chromesun opened 11 months ago
kurayamiblackheart
commented
6 months ago I hope this gets fixed soon
chromesun
commented
6 months ago @kurayamiblackheart I've been using the little hack in webui\modules\sd_hijack_clip.py that I mentioned at top of post since October with no apparent ill effects... just no repetition of TI info. 🙂 (After making a back-up copy of sd_hijack_clip.py) I used Notepad to comment out lines 248, 249 as shown above.
thecakeisal1e
commented
6 months ago Unfortunately, I think it is adding more than just TI info and commenting out those two lines doesn't fix the problem; It seems to be actively duplicating the uses of the embeddings because, if you load a couple embeddings into the negative and then turn your batch size up to 8, it will throw a
RuntimeError: The expanded size of the tensor (##) must match the existing size (##) at non-singleton dimension 0
as if it has added too many tokens to the negative.
chromesun
commented
6 months ago @thecakeisal1e Unfortunately I can't test that - can barely manage a batch size of 2, never mind 8. Also, I don't use negative embeddings in SDXL at all, so if there was general weird behaviour I wouldn't see it. Out of curiousity I just tried a batch count = 8 run with one +ve TI and 2 -ve TIs. The run completed OK and the metadata in the final JPG seems fine with no repetition. Whether webui is actually using the -ve TIs I can't tell.
I can't tell if the effect of the +ve TI is duplicated/doubled because I've nothing to compare it to. However... although I don't use ComfyUI myself, ppl that use my TIs with Comfy say they often have to increase the weighting. I thought that was just a Comfy thing, but perhaps there's more to it? Back in a1111 webui, if I use an 8-vector TI then the webui counter shows +8 tokens as expected. No indication of duplication but as we all know, just 'cos the software says something doesn't make it true 🙄
The parameter block for the 8th image, in the batch run mentioned above, shows this:
cs-cr1stal-v2 solidified smoky quartz zombie horse, silver wire edging Negative prompt: cs-m3tal-ok_v06-1000, dw01-3400 Steps: 40, Sampler: DPM++ 2M Karras, CFG scale: 8, Seed: 3655753132, Size: 1024x1024, Model hash: 0b76532e03, Model: crystalClearXL_ccxl, VAE hash: 235745af8d, VAE: sdxl_vae.safetensors, NGMS: 1, Template: "cs-cr1stal-v2 surface_texture_2 gems_s_2 __MARBLE1/fantasy_mount, chromesun_colours_2__ wire edging", Negative Template: "cs-m3tal-ok_v06-1000, dw01-3400", TI hashes: "cs-cr1stal-v2: 724c80ab7720"
I would have expected to see the two TIs in the -ve prompt listed in the "TI hashes" section. The TIs are all mine and work as expected in the +ve prompt... no idea what they should do in a -ve prompt! In this case they don't appear to affect the image in any drastic way. Normal words in the -ve work as expected, but as I said I've never used a TI in -ve for SDXL.
Running again (same seed) with an empty -ve prompt gives very similar images but stylistically richer. However that could simply be because "cs-m3tal-ok_v06-1000, dw01-3400" is 17 tokens and thus must have some effect on the generation process.
I don't know enough Python to delve any deeper than I have - I recognise that simply commenting out 2 lines is somewhat magical thinking without doing a full trace/review.
In case it's relevant for comparison, I'm using Win10 with a1111 webui v1.7.0 and Dynamic Prompts 284d3ef3 / 2023-12-29. Not up to date I know, but it's a relatively stable set-up for the moment. GPU is 3060/12GB, CPU Ryzen 8c/16t, sysram 64GB. Python is v3.10.9.
Is there an existing issue for this?
What happened?
When I use one or more TI embeddings in a prompt (or negative prompt) and set Batch count >1, the metadata in generated PNG files contains repeated blocks of the TI(s). e.g. TI hashes: "xlmrblng15-1300: efd052d36da0, xlmrblng15-1300: efd052d36da0" where it should just be TI hashes: "xlmrblng15-1300: efd052d36da0" Weirdly, the TI info is in twice for the first image in the batch, but is in four times for images 2, 3, 4, etc. When I also use the extension Dynamic Prompts, the problem is exacerbated with repetitions increasing linearly as Batch count increases. Not a show-stopping bug, but when your image metadate becomes 100s of lines long (after using multiple TIs in a batch of 100) it's a pain.
I've mentioned this in #13117 in "Additional information" with a screen snippet but I now doubt the two issues are related.
I had a look at the file webui\modules\sd_hijack_clip.py and discovered that commenting out lines 248,249 made the problem go away.
247 if hashes: 248 # if self.hijack.extra_generation_params.get("TI hashes"): 249 # hashes.append(self.hijack.extra_generation_params.get("TI hashes")) 250 self.hijack.extra_generation_params["TI hashes"] = ", ".join(hashes)
It looks to me as if the append is unneccesary, but I know next to nothing about the a1111 webui coding... and Python in general! Does anyone want to weigh in with an opinion? Please :-) I've been using the webui for a couple of hours with my hacked sd_hijack_clip.py and have not noticed any fall-out so far.
Steps to reproduce the problem
Enable "Add Textual Inversion hashes to infotext" in Settings\Extra Networks Create a prompt that uses a TI Set Batch count >1 Generate Metadata shows duplicated TI info.
What should have happened?
Metadata on-screen and in PNG files should show one reference to each TI.
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What browsers do you use to access the UI ?
Mozilla Firefox, Microsoft Edge
Console logs
Additional information
No response