Forge WebUI | The new Stable Diffusion user interface in town #aiart

hello and welcome back to generative AI with wolf Dynamics so in this new video we're going to talk about a new uh user user interfer in town okay so this is what you see here it's not automatic 1111 it looks very very similar but this is Forge it's difficult to say what it is but I will call it it is a fork of automatic 111 focusing optimiz ation of the performance and some other stuff but so far I think uh they do big improvement over automatic 1111 and we're going to talk about this installation and I'm going to show you a little bit how to move in in in this interface which is pretty much as automatic 111 so it shouldn't be a problem for you so let me go close here a little bit and let me talk about here you have the link okay where you can find way you UI Forge so is developed by the same developer of focus which is wonderful I love Focus okay and this Forge is based in automatic 1111 so this is the quential now user interface that we know and we love and I hope we are familiar but they have a some performance problems that I've been address here I guess the developer here leas he he he also I think is related and automatic 111 I don't know and also we have confy UI okay so these are the interface that I use and in this video also going to do a brief comparison okay just to show you the performance and why we're gaining with this interface I want to point out also that you have a stability Matrix which is another nice it's not an user interface it is kind of an application where you can put everything together okay this one devel by lios AI also wellknown name here and you can install this one and install all this user interface and you can centralize know how to how to manage everything still they don't they haven't had support to force I don't see here but eventually I think they will have it so this is very interesting it's up to you but for me I just work with Focus automatic 1111 and confy UI I use Focus to generate images out of the box it is fantastic we're going to see then automatic 111 I use it to get more control know this control net is tough and some other functions but I don't have access to all the latest develop developers in stable defion stuff like turbo models LCN it's difficult to get it working but also it tends to be a little bit slow sometimes and that thing all those issues are kind of work or Focus or with comy UI which is also fantastic but a lot of people may not like because you have this a little bit spaghetti interface so you need to get used but now with uh what what UI Forge I is I think you need any of this still I will use it because I have very specific uh workflow but now this one have the same performance as comi as I'm going to show you and let me show you okay something here that you can reading it still you will realize that this is relative new the web page is still not they don't have much information it's quite sure but eventually I think uh they're going to add more information remember when you enter here you have issues and discussions so you can look for the information but pay attention to this okay so but what they promis is this one that now you get is you're using dpus with ax this is my case I have a 4060 inid and a laptop you can get speed up about 30 to 45% I can say even higher and this is true I'm going to show you this blew my mind and this is why now automat this is way much faster than automatic 1111 at the same level of comy UI and even faster then also with six uh jigs B of run even more impressive and also can run with GPU 4 gigs I don't have access to one of those but they claim that then also with larger memory it's not that much but you get something but what they write here they deliver it works and I'm going to show you but also they add something new here which is new sample so I was talking about the LCN turbo models and so on so probably you know that you were using those I showed some some videos about comy UI and youi to have a specific nose and so which is missing an automatic 111 or automatic 1111 you need to install another extension and maybe that sampler is hidden there now you have native support okay for those Samplers plus M additional SC so with control net also uh they have a native noise it's installed by default so so they have many things there that you can read I'm not going into details I'm going to focus in the basic but I guess I need to do more videos about that this and I have to mention that I was working until last week until this was released I realized about this this we last weekend I was working in a series of videoos with automatic 1111 to show everything I already have shown about Contour net but now with this one I te away all those videos because I need to redo everything with this one because since now are becoming way more efficient no optimize from the computational point of view so well I guess I need to work on all that so let me show you first as us I like to show you the installation okay but before showing that let me work here in a benchmark that I half year I was working and just to show you the numbers and you can know what we're doing so basically I conduct this study automatic 111 the force interface all the fork of this one confy UI and focus so basically working exactly same PR positive negative PR same checkpoint so XL all you have here all these uh generation parameters so you can reproduce this this case and here we have the timings okay so this is the issue with automatic 111 we have the timing something interesting probably you have realized that the first time you sh you select a checkpoint tends to be slow and you can see it here also Forge tends to be slow same for confy UI and focus tends to be a little bit uh insensitive to that but you see there is also there is something that is slowing down okay but by looking just at the time me immediately you realize the slowest one automatic 111 we're going to see but now is Forge 16 seconds okay exactly the same generation which is faster than comy UI and faster than Focus I have to also clarify something that focus is very automatic so I I have to control s manually but we are in the same uh parameters okay but way much faster and very important automatic 11 111 and for will give you consistent images very similar they claim that they are the same but in this case I don't get exactly 100% but pretty much they are similar so see here that you have this stuff here some differences but small details but I like this one because I can do know very good uh uh comparison instead comy UI Focus they're are different however if you look at comy UI and focus they tend to be more similar okay so this is part of the Imp implementation so these two for the same parameters tends to be more s Instead This one gave you consistent images but the main thing I way here timing fantastic timing now I'm super happy with automatic 111 or with this Fork I really like this one but for me I was suffering to when I needed to do certain stuff and grits and a lot of images this is was painfully slow now very happy then uh we're going to to show you this one to reproduce and so on so I I have nothing to add now just the time in and you can see the results but also I would show you something about Focus to compare because with Focus you can control automatically no Focus what I love about Focus this is for the total total beginner so you go just type something and you get high quality images so here you you can control by quality speed or extreme speed so if you put quality focus by default or at least in this case will do 60 steps this speed 30 step and then string spe speed uh eight step and here you have the timing so you can compare with this one here but is still Focus now kind of in the 20 steps that we're doing here by the way so we're similar here but then what really called my attention where always using the Jugger now uh checkpoint no refiner no Lotus or disable everything that really catch my eye here that in a string speed it managed to get good result with a eight steps so this is telling you that focus is doing know some magic behind controlling some parameters but this is impressive and and this is very good timeing know because here you getting quality no s24 no square and this is fantastic and then Focus controlling manually you get this timing which is in line with the previous timing by the way here I'm not using any Styles okay I disable style styles and that stuff there's a lot to talk about prompts and styles I already mentioned so all the stuff that I'm doing there are no no Styles besides this keyword Masterpiece but that's all instead in Focus here I I I I love the the default sty so Focus have some pretty fine Styles so this is what you get okay so we're going to work in this we I'm going to show you this case and let's Let Me Close there and at this point let's work in the installation okay so you need to come to the website here and just follow the instruction like the other cases the installation is super easy I'm going to show you the installation the one click installation the one that you download this file just click here download this file is a big file remember there are there are a lot of documents inside okay so download it and then put it whatever you want to work so in my case I already download that file let me go here I have it here and let's do s together real time okay so I have the file it is in this format seven set so you're using Windows 11 I think it will extract it automatically so you go here extract all and let me extract it here okay so just to show you that we're not going to have any problems then if you you didn't have the option to stract that document you can download this application seven 7even SE is a free one and that's all you distracted so let's extract the file let's do everything uh together and well we're getting this let's wait until we get the full file the full document hi there so we have the complete uh directory here we structed everything with no problems so at this point uh you should always now follow the instructions here you have the steps so after you st everything and compress it will tell you a date and then you can run the the batter scrip and will do everything automatically so first here you have the date will do some automatic upd so always at the beginning will ask you this blue screen click there more info run anyway so this is up to you know if you really trust in the developer you do it otherwise well check but well and doing that I trust in developers and there you go in my case is doing this dat so that's so and now we can run so very interesting here so as you recall installation with automatic 111 and actually that one is a little bit problematic in the sense not that that is great you have to be very careful and let me go here it will point out to this file there no and then you have this web user bat and there you need to add options there okay so according to your video card so I play a lot with those options so I managed to optimize my automatic 111 playing with those auction but honestly I waste a lot of time doing that instead here you need to do that okay so basically the run will call that script I'm not going to click there I want to show you that you have that W UA here as well and here you have the same options okay so in this case uh and let me go here right here you're going to have the do the the comments and everything okay there is a lot of information but this means that it is commented okay everything there it is commented so very important you can point out at your previous installation of automatic 1114 checkpoint so I will show you how to do that and also all your other Library so you need to download everything or you can use also symbolic link links so you have this this explanation and so on and the auctions here but what is important you don't need to add anything every is done automatically by the library but but by force even you need to add X formers okay and actually I don't recommend you because it can break down your installation so avoid that okay if you want you can test it but you will need to reinst but any case you have the comments there so if you want to use your previous installation here I will leave it like this but I will show you the uh my bat script that already modified here you need to do like this you point out to the location where you have uh install automatic 1111 and then automatically from there is going to find all your check points and so on very important when you give the path you need to use forward slash so is you're working in Windows I'm assuming that we're Windows user and Linux user also but most of the people doing this just generative AI are in Windows so assuming that you're a Windows user Windows usually use bware slash okay so you just copy that path but you need to change it for forward otherwise you're not going to find it and I guess also I need to address that Linux installation but I assume that a Linux user knows how to install python G or you already have that so probably I don't need I let me think about that key so this is more for the newcomer the beginner that when you install this one very important uh everything is already contained you can install Python and so on but you have up for the previous cases you have to be very careful because you need to use exactly the same version of python so right here but I don't recommend you to to do the manual installation go for the automatic so now that we have everything I just show you this stuff there and I will put in the comments that stuff and I'm not going to uh modify anything you click run and it's going to launch uh we UI and here I always recommend you to to to look at this terminal window because you have a lot of messages so the first time that you're going to open it might take a while because it's going to download some files maybe it's going to days and stuff so let's wait while download everything uh as we don't have checkpoints and while it's doing that to show you also that the uh directory structure is the same as as as for automatic 1111 so you go here actually already open so that was quite fast but also I think it will start to download oh I think I I launch my personal version let's see okay look at that here we're running is is optimizing everything see that don't pay attention to this x formance my GPU car and I have everything okay let me close here because I launch by mistake I launch my personal version that I have everything there so uh I go here this is the one I need to launch and okay I say message you believe you trust in that so I think it will ask you just once for that I'm talking about here the directory instructor so as you go it's pretty much the same as the previous one so you have same directories here you have extensions that you are installing and all the models you put it here okay I'm not going into details like previous one organized in the same way it comes already with with python and G so you need to install anything so it's up to you but just install that so you install Now the default one so you avoid problems so maximize your and always pay attention to the messages here so let's wait what everything is done but here will detect that we don't have any checkpoint and then it will download a default checkpoint which is real Vision I think so as you go here see that we don't have anything so will download one and we'll download some files and control net is already integrated there are many things integrated so now that we're going to use it I'm going to show you a little bit uh in a brief what you have there but let's weigh a little bit okay so we have here the Winden okay we have our Forge which is pretty much very similar to automatic 11 11 let me minimize this and come back here so look at that everything that is happening you you see here in the screen so don't pay attention to this EX for as I mentioned youit that but really the documentation they have the explanation there you need to add n it will automatically detect the best parameters and you're going to see that see that also it download here uh a checkpoint okay so he downloading these uh checkpoint realistic Vision so always unique to know what you have as a checkpoint so I already know that realistic vision is based in SD 1.5 so you know your resolution and so on so be careful about that but we're going to see a little bit that um yeah off we go here we're running and let me move this one to new window there I have it there in a single window and this is your interface I'm not going into details because probably we already you already all automatic 111 you know what is happening the main difference that you're going to see first the tabs here that you see these two are new so this is a stable diffusion videos you want to do videos they they integrated and this is to create text to 3D there is also a lot about this one so I'm not going to talk about this because this is honestly this is already this is beta and there a lot of developers developers being done there and actually the video in the stable diffusion think right now pretty much everything everything is garbage with the release a sorta by open AI oh you you saw something about that crazy but any case uh another different here is that you have all these extensions install by default so it's recall automatic 111 you have control net that you need to add it here you have everything by by default uh again the modeles are not installed so if you enter here likely the preprocessors you know annotators this stuff are already installed but the models you need to download everything so like we did for automatic 111 pretty much the same different here that every all the models in uh control net you go here in models and you put in control net okay so here you have your preprocessors in previous and automatic 1111 you have extensions and here you have the folder and you can put it there so now everything is centralized in models you can also point to the models in automatic 111 with no problems and all that stuff is done here in extension so this works exactly the same as uh automatic 111 you load you have all your extensions there you can install then settings uh here you you can adjust some settings so probably if you want to point to automatic to control net see here you have control net and you can say where do you have the path and you can look for those models in my case I like I move it okay but it's up to you I I look I have plenty of space so but it's up to you and feel feel free to play with this all these options probably also you will realize that in the standard automatic 1111 you see this auctions here so this is something that you can add or Pro or probably here well I don't recall probably if if you don't see it you can add there or you can add that if you go that should be something user interface here okay and see that you have it here so if you want to see that in automatic 11 just look for that here so there is a lot stuff so you can add it there and usually this is important usually put it to two many models are trained with this clip skip to two so you can put it there and that's all this point uh this is a brief explanation nothing else to add because it's an automatic 111 you have the new uh samples there and the rest pretty much is the same so at this point let's work with a with a simple image generation using the default model realistic Vision let me let's be a little bit creative here so let's say that I want to let me see what do I do uh okay let's let me do a anop okay anthrop anthropomorphic chicken reading a book in a in a CA okay so let me be a little bit creative here so look at that we're using this model this is my default installation realistic Vision always remember look you need to know what you are using so you have the best Marketplace here so realistic vision and here you can see there you go so this is realistic Vision immediately is the 1.5 you will see that you have some uh guidelines there how to use the model and so so on so actually this model use a few okay in particular well this is the uh uh the okay let's see five you have imp pained so we're using this one and let's see okay it works with a CFG scale of seven steps uh steps I don't see click skip here the one I mention one to two the no scale and I don't see the steps steps user recommend okay but usually should be okay contr F steps okay well they don't mention anything but you said is 15 20 steps so we have there the guidelines and let's say that I want to generate my image 50012 512 likely these models I always train using that and there you go you have the IM look at the generation time 5.2 and now at this point and invite you I'm going to do it with another image but I invite you to do the same stuff get the same no sit number you can get it here okay and generate it using automatic 1111 and you will see that will be twice no the time it will take so at this point this is extremely affordable 5 two seconds you can do a lot of it stuff have in mind that this chance with the image resolution okay so if you increase it let me put here a s24 so I recommend you to install this 10 ition aspect creative to make your life easier but doesn't matter so look at that I double and likely my image generation time will increase and not necessarily I will get something good because this model wasn't trained in this aspect Rao so seems to be okay but I already start to see when you start to see duplicates and stuff like that this means that it's not the best format okay for your image and look at the time 18.8 similar to this benchmark with we have done here so let me go and do for instance uh usually 512 and, 24 so these are for portrays probably can be a good format let me go 750 height so usually all our buys you're doing Port trays usually this format works very well 5.4 and fantastic very good quality look at the Pan actually quite surprised that you have the five fingers and you don't have anything strange so this is how it works now for instance let me fix this you go there and you have it and let's reduce this one let's half this one okay so it's not like it is too too slow but let's see what happen with st should be twice as fast but look at that you lose a lot of quality so this is a a compromise so it would be up to you know to choose the parameter but that's why you know usually 20 is the ideal one 15 let's see probably will gain a second half a second yeah a second and I get something similar to the one with with 20 okay so this is believe me if you start to do the same with automatic 1111 this Stu will be like 20 seconds and thanks to this is now let's me do something that for me was too slow to time consuming but generating know this grips now I can do many experiments so just to show you one here so basically you can create grips and you can choose parameters many parameters and no no let me work in this one okay so in this case I'm using all the Samplers different steps and to show you know the difference steps on sampler so this is a very particular model that use a few steps these are the turbo models so this is to see which one is the best combination and which one is the best sample so there are some sampers they don't work I'm talking about this specific sampler for Turbo models that they all work give you good results so here you can do a lot of tests so this is where now since are way much affordable previously to do some stuff like this it took like more than than one hour was really really slow so in this case I have uh X this is an XL model and using the erer and DPN K model I'm here I was playing with the CFG scales to see what happens so this is Darth Vader riding a bike in Paris so basically know the same case that I showed you but and there you go so this is extremely affordable you now we're talking about 15 16 seconds so now you can play like this so this is what you gain this is what you get okay at this point I invite you to play we see different options and I would like to go into a little bit more advanced cases and show you different models I will open I will close this one I will open a new uh my personal version before doing that always pay attention to your terminal here because sometimes when you use for the first time one aution it might be a slow but it will be slow basically because it will download a new library so in this case I didn't do anything okay that required that but have that in mind that sometimes you will use some some new auction and it will download that file okay so all this stuff is you use a control net for instant and a a specific preprocessor maybe will take some time to toload so be careful about that but for the rest pretty much uh nothing change so let me show you a little bit more advanced stuff using my own my personal version so let's move to the to the next case okay so now I just launched my personal version I want to show you something then in my personal versions you go now in this directory models you have everything I have many models okay I have a lot of stuff and see that I don't need to to reinstall that in Forge you can point that using the the the bat file I just have in my my in our recent installation only that one that Sol so remember you can do like that or you can use also virtual links it's up to you okay uh the same with contet and all that is also to mention something that pretty much as an automatic 1111 all your outputs will be save here in the output file so you will have the same instructor image directories and so on so at this point let's work here and I have many many many checkpoints so I'm testing a lot of stuff looking the best one it's not like you need all that stuff and remember those checkpoints are can be heavy so I wanted to show you one of the reasons why this is also fantastic so first let's do the uh with using uh exit a full XL model so let me use the Jugger now here and this one is a s24 so here I already have this extension for the aspect rtio so it can be very handy so let me use this one click speed what else let me use I really like the older ancestral model but it's up to you now you can do your benchmark and let's do something like the Mandalorian and and you might think that I going to put be yod there but no I'm going to put I'm a big fan of K Me Def the Mandalorian and car me the FR frog let's see what happens here so what I want to tell you is that usually as I mentioned the first time that you generate it tends to be a slow because it's loading in memory it's doing some some stuff there but then to do the benchmarking like I did is like you need to do two or three generations until everything is in memory so you can do a proper Benchmark but in this case case doing everything and 23 seconds okay I didn't get the the Mandalorian but let's do another generation and you're going to see that the second generation will be faster the third product faster after the thir one since it stabilized about some some value uh maybe also since might be a little bit slow because I am recording but things are better because the memory M management is much better with Forge so so far and some Benchmark I have done I don't see that time reduction but yeah maybe some 22 seconds okay and let me do another one and let's see so probably we're seeing a a 5c probably uh addition in generation time just because I I'm I'm recording and there you go and in this case 22 seconds but what is interesting and let me show you later when we move to automatic 1111 you're going to see that uh is that look at that you have the generation probably you realize that in automatic 1111 when you arrive here to 90% 95% it got sto sometimes 10 20 TW 20 seconds here there you go a little bit but now instead previously yeah you you stay there a long time let me increase this one to eight to see if we get something better because okay I miss a spell there that's why the Mand thean and K the fra okay so let me generate this one let's see what happens uh well to mention this time is that I have here I wasn't recording okay so likely those 5 Seconds 4 seconds are due to the recording software that can slows down since okay so now let me generate another one but basically this is this this is extremely affordable and then you it will blow your mind turbo okay turbo Vision already saw that in confy okay fantastic and this is what I was looking so this is really really nice result so I have Mandalorian and K frat really really nice I'm happy with that result and let's let me take this one look at the time there let me take also the generation number this one because we're going to reproduce this one with automatic 11 11 we have Sal 24 what else 20 and 8 so let's remember that 20 and here we have eight AER at so let me also something I like about this but that even if you have the same parameters and you click there it will generate again the image instead as you use confy UI it's not going to generate the image it would assume that it's the same image so you need to change something and then go back here it will let you so be careful about that can be handy but also be careful about that you keep click and it will generate the same stuff so 20 point 25.1 and now after 23 to so see that it tends to shine but this is a nice image let me save this image and downloads maybe I'm going to use it later I don't know so we have something there fantastic we're happy uh to mention also be very careful about the aspect right you know so it's now go here 512 likely the image is not going to be a very good image and basically just because you are using the wrong aspect right so say that it's going to generate something but might be might not be so good sometimes it will add illustrations there so always read not know what param what modu you are using to get the best parameters for portraits also recommend to use the aspect radi 4 three and so on okay so let me close here and now let's do the comparison with automatic 111 okay so we're back now we're automatic 1111 yes it is exactly the same as force or for is the same okay it's the same interface nothing change just a few options here and here and the performance as you're going to to see so pretty much also it might be different from what you have if you have it because they have main extensions and so on but the rest pretty much the same so we have the mandal and C the Frog if I will recall yes we were using this one actually was the last one there so we have let me say B8 then this was the sit number important for reproducibility uh s24 here I should have this one here as well this was eight and erer ancestor and that's it so one of the things that you are not going to find anymore using the uh force is that sometimes I'm probably you have seen that that you go and change models from one to the other and sometimes for whatever reason you get here garbage in force you are not going to see that problem anymore here happens very often so I don't like to start change but I have seen that problem a lot so let me stay with this one here and I think we're ready to run so remember the first time usually takes some time loading in this case it already has been loow at starting so it should be faster we have it there but pay attention here the bar okay also you can later your own compare the number of iteration per seconds or seconds per iteration how it's measured but it way much faster look at that here it will get install and this was driving me crazy because here it can stay like 10 15 seconds in the best cases 5 Seconds that I according to to to the model the checkpoint I managed to control that but still is it's a long time but here you start to see that this is stuff why is taking so long there and this this specific problem has been addressed with uh with the for Forge W UI Forge version and there look at that not doing anything is not due to the recorder anything it's just stuck there so yeah if you use lower resolution you tend to so user it was stable diffusional models 1.5 512 this is not that much can be 3 seconds 4 seconds but XL version all models it is it is incredibly slow and there you go so after I don't know a long time and as I mentioned this is consistency we we obtain pretty much the same image so that's why I save it previously so let me save that image again and look at that 1 minute 23 seconds so yeah 1 minute 12 seconds okay previously then remember my bu always generate a second assar image just to to do the proper Benchmark and now in the second well actually this is the third generation 45 seconds I want to remind you that as in recording probably have some extra overhead but the overhead you are going to reduce it all also in the for interface so it's always faster but look at that now 45 seconds twice what we were generating now with with Forge so yeah what the developer promise 30 40 50% you have it here I have seen even even better improvements so it really from this point of view of the optimization of computational time but also memory management it is way much better Forge big question will I do the whole transition from automatic 111 to forge my answer is no I will not do it because I need to do the whole Benchmark and I have to be sure that everything works and so far I know that in Forge there are some s that they're not working so well still I have problems but for as far as it goes to generating images I will use always Forge control net I I have some problems but eventually I think no force will evolve and it will get the same not in the overall interface to the same no say same level as in AO automatic 111 that were here so yeah here you have your generation time let me again save this one just let's have these reference images and now let's compare the time so uh let's say that we have this this is quite cool image I really like this one so we have K frog and actually let's say k frog we have the actual generation generate all okay so let me generate again to be sure that we have this consistent time that it will be something about 45 seconds okay and this is a problem see that here automatic 11 11 for some reason remains there stuck I don't why I don't know why I manag know there sometimes I mentioned that changing some options know that you have in the Creed and also some options in memory management in Windows but it's not like me I make no eviction so there 4 to4 seconds so let's move from this okay let me close here and now let's go to focus and let's revisit Focus and let's do know a proper comparison there so let me launch focus and let's reproduce this result okay so we are now in Focus I have to say that I love Focus remember it's developed by the same developer of uh of Forge okay so you might have many in Commons when it comes now to the optimization but it is fantastic Focus this is my auction for one click image generation if I don't want to to think about what is happening just go here and you put it there and it's going to generate good images at the first try so let me do this one and then we optimize something but by the way I forgot the resolutions this one was, 2424 okay so we have our results here so one thing you realize that it's pretty much is automatic nothing to do fantastic result much better than the previous one and this is the magic of focus uh so it's very automatic as you look here you will see the overall generation time so it's about 42 let's say 42 per iteration but probably when was iterating you realize that it was doing C iteration so everything is control automatically it's control automatically by by Focus but you can uh control that so to show you let me go is you click here advance here you have many more options so see that you have a speed quality extreme speed so speed usually will do SE iterations six iterations and this will be eight iteration this is fantastic I don't know how they do how they control the model because they don't use any turbo model exactly the same model and and they managed to do it so let's do something let's say here okay let's do Salon 24 salson 24 I want to do one image let's try to reproduce this one we're not going to get exactly the same we have seen now for whatever reason uh I didn't put any negative promp and styles and this is what I love about Focus also that you have many styles pretty fine so by default you will use this Styles this is really cool you have the tool tip no and you hover over the style and you get there a reference super super cool and it's up to Sho so usually this three by Focus are fantastic but then it's up to you so feel free to play with that here you can choose your mother while using okay the Jugger now let me disable this one I don't want to put that there so we are no refiner no l to be as close as possible so let's generate one image is still it is for a speed okay so it will be it will do uh it will do CER iteration so let's see what happens how long does it take so your CER iterations look at the number of iteration per second so the larger this the better so you have a very good uh GPU you will see there I have SE B of five and six crazy okay so this is what we have so far looks super cool nice and there you go we're almost Z and 44 seconds to generate this and yeah very nice rece all so now let's try to get closer so so you go here into advaned auctions enable developers you have some comments so pay attention to to the comments there so I want to use a ancestral then this one it will be 20 not the number of samp steps and then the CFG because this one is kind of an Adaptive CFG I was using eight previously and Ricky comments that it will tell you that this one needs to be larger so let me put 140 in there and this should do the trick okay to get the 20 steps uh no okay generate and let's see what we have there so let's see if we get yeah the 20 step that's okay and there you go so we are going to try to be as close as possible now when it comes to your positive prone we're not using negative and then the generation parameters but as I mentioned now the beauty about focus is that it does a lot of stuff automatically so for you that is not a problem use Focus go ahead so that is my workflow I need one time images Focus I always use focus and I'm super happy most of the time but then maybe I want to change something I move to to automatic 111 I did a lot of videos there on on in painting which I have to say that in painting here I think is better than automatic 111 depends no what level of imp painting you want and then control net yeah I do it in uh automatic 1111 I need to test it into Forge okay be careful I still not going to do the transition because some don't work and then conf your ey for me for experimental options or to do o scaling scaling Hest is fantastic there you can control that very well but it's not easy but this image okay let's finish here we have the image how long did it take so 29 seconds okay so if we look at here now so uh I forgot okay this sampler 20 29 yes it took 45 it was a 111 Focus kind of the similar parameters 29 seconds remember I recommend you to do one or two times just to see nothing is happening in memory and yeah so let me go and put this one was four because I want to do a final test this one was uh so is it this one was minus one okay and let me go extr is fit there so this is crazy this is always look I look at the outputs and some the pluging because yeah clearly they're doing some adductive steps and some stuff but in eight steps this is crazy using the same it's not a turbo model that later I'm going to show you that you get this that this this is remarkable good result and here you apply one or two scalers and this is fantastic okay so we have that and that was generated in 17 seconds okay so we close here okay that was focus and now let's move exactly saying okay so let me put 17 extreme spit and then yeah we move to confy UI and try to do the same stuff okay so now we're in confy UI so let's try to do the same setup let's use the same checkpoint here I have my positive prone there put it there no negative PR the image, 24, 24 here ancest let's try to use so according to my experience uh confy UI will try to be closer will be closer to to focus um b b bang save I don't want to save the image I just want the preview erase this one remove and [Music] there you ah I've make a mistake this has to be fixed so as for automatic 1111 and the others always the first generation takes some time know it will load the model so always discard that first generation when it comes not to timing the image generation as I mentioned this will add some overhead so my Buy know you are into production disable this stuff this here in the in the manager here you have preview method disable that stuff also the same somewhere in automatic 11 11 and focus you find the suction but yeah Ma buy is disable that for production okay so we're having the preview generate there there you go so that took 57 seconds that was some time now I fix my time 20 and let's generate this one okay what happened okay so these are the issues ah this is the annoying part so recall I mentioning I probably didn't mention that in automatic 1111 and also in force you can regenerate this any image instead here can be a little bit annoying that you need to change something to generate again the image so let's Okay so buam bam 227 so we have it there let's see the timing so the recording or also have an overhead which also I measured and I found that is less the overhead is less in when I use uh Forge so 37 and let me change now and let me go now generate so now it's since that since are getting 37 it was think it was a little bit High that's 37 okay so now generating here so in any case the numbers that I'm getting here there are a little bit bias remember trusting these small numbers that there are on bias and I did it for many cases now not only this but different combination during day during night during summer winter water and it was consistent that always Forge was faster and yeah as high as 60% of so down so some improve so 36 seconds so yeah this one in this case it is slower so we have it there as I mentioned now this one is super cool I mentioned for for scaling I like to use it because you have a lot of control how you connect and you can put many boxes but to generate the day-to-day image honestly unless you have a very particular not already fixed workflow I don't like to use it okay just for that Advan options and now finally uh let's go back just to measure this time in Forge and also I want to show you something El in Forge which will be another video now which is the turbo model so turbo models are fantastic but it wasn't possible now to to use those turbo model in automatic 1111 because you are missing some so specific samples if it's Al for instance this one turbo vision is a fantastic model you can use a stand standard samples but it's better to use those specific ones and I tend to get I did also some testing better results with with Force rather than uh automatic 111 so I want just to show you this one just do the final to measure for the final time uh the generation time this one the same image so let's do it fast so let's see what happened there bu so I need to go Jer out and this number here this was 20 and this was 8 and this was a24 uh remember extensions you go here load and you are many so that one was aspect Rao okay load so there are many extensions so it's up to you well I already have it and okay since that everything is okay let's generate so remember first image tends to be a little bit slower or Pro yeah this one will be slower because I think low there but I already can see that is faster than the others I see the number of iteration is it's higher but let's get the final time so it will be about 20 Suns and seconds okay so 24 seconds 25 seconds so remember first image ually scratch that image when it comes now to measuring time and let's redo it and this is recall what happened previously in KY UI that you wanted to regenerate and well here now you can do it so I like this can be good can be bad but very much I like so here we have the image and regenerating as I mention memory management is way much better here no this one and let's see what happens this one so 23 okay and you start to you keep doing you will see that it will stay there 23 21 so yeah much faster you have it there automatic 11 11 this is a 50% Improvement you have it there at 17 second it was the extrem speit in in Focus then the parameters that we optimized was 29 and then the 36 was confy UI I'm surprised KY UI was much slower so it was having problems with the recording application usually get very similar performance so this is it okay so I hope that now you have a better idea you have the taste is fantastic I strongly recommend Forge however do not do the transition or probably for you just images do the transition okay but if you are still using some other featur be careful not everything work for instance here I have impa anything I did a lot of videos about imp pained and this is fantastic but I have the feeling that it's slower I having some problems but yeah as time pass this will get better as you see there is not much information there but I'm quite sure that it will get at the same level of automatic 11 l so just to end this one I don't want to get too long here can be hours uh it is uh the turbo model I want to show you I want to use turbo Turbo Turbo Vision this one so this is this model car that I have so it recommends to use three to five this level so usually you put one no negative PR two you can use the negative PR so let's put five steps there I love my model let me go up to one and what is fantastic about this is that now you can use high resolution image s24 so if you recall this standard or if you have used the standard uh SD XL turbo model that was trained with 512 now this new models or this Improvement you can do a s24 so this is super flexible because now you can generate a new image very fast and then rely on o scaling to get more details or to fix some some stuff so I need to talk about o scaling there is a lot there so let's see 5555 two one and yeah let me generate this using the turbo model and you will see that this is crazy crazy fast 7 seconds and the quality is good very good let's change and the second one usually you keep generating and and it gets better 7.6 and to show you a trick here that is you right click you have here generate forever and it will keep generating and generating the image so every change that you do here it will upd and here you will be able to do real time prompting okay so let's say look at that it's generating generating and it's about 6 seconds so let's do something that I'm using this a sampler let's change to a actual sampler ancestral turbo so it's specific for Turbo model so they tend to to work better personal experience but it will be up to you to generate a matx compareed but personal experience use the turbo ones they tend to to work better but you can follow the advice from from the people that design that one so you have it there uh doesn't seem too nice so let me go for the SD turbo let let's see what we get and yeah this is cool nice so probably proportions or here the perspective is not so nice but what I want to show you now that for instance you can go the real time this is crazy real time proning so you go the Mandalorian uh walking in Paris during the night [Music] fireworks and everything that you keep put in there you get it real time so if you have very powerful upu this I have seen this go to one second okay it's crazy actually if I reduce the image so let me go so this one look very nice and let me put here random and let me go and produce this and this Dimension will work so that one will be much faster probably will get in the order of 4 seconds okay didn't didn't speed up much let's see yeah 5 Seconds you have it there very very nice so you can go yeah and start to right so what I want to do here is that the Mandalorian and dar V there okay let's see what what will do there well it's not that R to there but let's say that they are taking a selfie me get Dar sper uh selfie inas begas so sometimes well to be super safe you can you can act here negative not you put this one and you avoid strange stuff remember that you want to add negative prompts you need to increase this one to two so let me increase it to two and now it will take into account let me put the limit 2.5 and now we'll put that one I can put text and waterm marks so sometimes these modeles also can take a lot of water marks but this is cool behind hand here it's not nice and I will let it run until you let it run until you find the light the Right image this is this is okay you take that image and then do o scaling or you can do a new composition out painting it will be up to you so this is what I wanted to show you thater will we work work a little bit more on other videos ah this is cool there you have the the cell phone so let me stop here to stop it right click cancel generate ah this is perfect this is the one I was looking you have it there The Perfect Image so now you can take this one for instance what I will do is that you take this one you apply control control net then do late in space uh scaling with son mobile scaling new composition and so on but super cool so this is the stuff that you cannot do automatic 1111 because you don't have this option or you might be able to run using the DPM no sampler but believe me the result will be much better here okay so let me stop here I think I have covered a lot for this introduction to this new wet UI that is that is fantastic is optimizing all the memory I'm quite happy so this will be my substitute to comy UI but inste I would use kyui for some stuff PR principle for for for scaling but still I'm going to use alus to generate one shot image but this one now is getting much much much better but I'm not going to eras automatic I still have it and I still will use my three tools uh Warf flow so it depends in the mood that that so okay so thank you very much for your attention if you have any question just let me know have in mind that I'm going to prepare more videos about these because I Was preparing a lot of videos about automatic 1111 and then last week no this week and last weekend I realized about this and I have to throw away everything that I was doing automatic 1111 actually I was criticizing a lot automatic 1111 because it was kind of a slow requires a lot of user intervention to optimize those auctions now recall in particular that final auction that It Go got stall there so that is stuff I was kind of criticizing but at this point this Forge interface is is helping a lot so thank you for attention and uh see you next time bye

Channel: Wolf Dynamics World

Views: 1,246

Keywords: AI, AI art, stable diffusion, forge, fooocus, a1111, comfyui, benchmark, ControlNet, generative art, ai art generator, run ai local, air art local, SDUI, install ai, install stable diffusion, SDXL, SDXL turbo, img2img, txt2img, upscaling, LORA, LCM LORA, SD WEBUI, SD15

Id: IEpuKtRoS14

Length: 66min 52sec (4012 seconds)

Published: Sat Feb 17 2024