From 37ae5bdeaa005ff1970bff884eca1d3ec52ab3e7 Mon Sep 17 00:00:00 2001 From: WangYi Date: Wed, 6 Mar 2024 10:43:26 +0800 Subject: [PATCH 1/7] add doc for webui enterprise --- README_ENTERPRISE.md | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) diff --git a/README_ENTERPRISE.md b/README_ENTERPRISE.md index 36e77430f..5c825f60c 100644 --- a/README_ENTERPRISE.md +++ b/README_ENTERPRISE.md @@ -169,6 +169,44 @@ wget https://huggingface.co/siliconflow/stable-video-diffusion-xt-comfyui-deepca - Workflow: [SVD + DeepCache](https://huggingface.co/siliconflow/stable-video-diffusion-xt-comfyui-deepcache-int8/blob/main/svd-int8-deepcache-workflow.png) +## Stable Diffusion WebUI with OneDiff Enterprise + +If you are using the official weight of StableDiffusionXL, just tick the **Model Quantization(int8) Speed Up** option. + + + +### SD + +#### Scripts + +Run quantize-sd-fast.py by command to get quantized model: + +```python3 +python3 quantize-sd-fast.py \ + --model /share_nfs/hf_models/stable-diffusion-v1-5 \ + --quant_model ./quant_model \ + --full_quant_info_dir /data/home/wangyi/temp \ + --height 512 --width 512 \ + --use_safetensors +``` + +The meaning of each parameter is as follows: + +`--model` Specifies the path of the model to be quantified + +`--quant_model` Specifies the path to save the quantized model + +`--full_quant_info_dir` specifies the path to save the model quantization parameters + +`--height --width` Specify the size of the output image when quantizing + +`--use_safetensors` If specified, the quantized model will be saved as safetensors + +`--format` must be one of ['diffusers', 'sd'], and defaults to 'sd'. If set to 'diffusers', the model will be saved in the format of huggingface diffusers; if set to sd, the model will be saved in the format of StableDiffusion single file. + +After obtaining the quantized model, you can use it directly in the StableDiffusion WebUI. + + ## Diffusers with OneDiff Enterprise ### SDXL From 466552731b371d72d26f3a7c8c55ccc2982e1b08 Mon Sep 17 00:00:00 2001 From: WangYi Date: Wed, 6 Mar 2024 10:52:31 +0800 Subject: [PATCH 2/7] refine --- README_ENTERPRISE.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README_ENTERPRISE.md b/README_ENTERPRISE.md index 5c825f60c..823c9f1dd 100644 --- a/README_ENTERPRISE.md +++ b/README_ENTERPRISE.md @@ -205,6 +205,7 @@ The meaning of each parameter is as follows: `--format` must be one of ['diffusers', 'sd'], and defaults to 'sd'. If set to 'diffusers', the model will be saved in the format of huggingface diffusers; if set to sd, the model will be saved in the format of StableDiffusion single file. After obtaining the quantized model, you can use it directly in the StableDiffusion WebUI. +> Note: When you are using a quantized model, you should not tick the **Model Quantization(int8) Speed Up** option. ## Diffusers with OneDiff Enterprise From c7273f55396c1861bdbbda18f9365988332b8d4c Mon Sep 17 00:00:00 2001 From: WangYi Date: Wed, 6 Mar 2024 10:54:11 +0800 Subject: [PATCH 3/7] add image --- imgs/Enterprise_Tutorial_WebUI.png | Bin 0 -> 12111 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 imgs/Enterprise_Tutorial_WebUI.png diff --git a/imgs/Enterprise_Tutorial_WebUI.png b/imgs/Enterprise_Tutorial_WebUI.png new file mode 100644 index 0000000000000000000000000000000000000000..78799f7134da232e9cd77a204939f09989471be5 GIT binary patch literal 12111 zcmch7cUY5Iw=W|qGb-Q=N-yK6ARr(e0s#~S0RaUBPcZ>O=>10 zy{VK?6FNj7k(SVrmXHL(eS>q(H_y4}Irl#I`JVd+W$$;td#`t`wb%Ns-`>yfn&@+$ z5Q!I`=%Ki+wnj)wjVftJPGvR9{(H-{P_W9rhkL25-Yp}G>*GnH@?oshE6%X z|KJ4B{>ksQ4UCPA_cH6}2LrQ9-`Ln>=M8RNw+MAun?6i|kfS8N9hmO7xmJ7rWF(D` zzbscCEL3_MDmk?8RDb1$(YS+c{P;OR4q=Hu)nW@aKYUV=Z7<*|l2?|`JpPO7owSqp zzZgu{A?n^dy*%Qd>(qBGG5yoWM1g($c2)$o??9z(s`pIWvvDK(kL&g1oQREj@~>du z9JxbTKsdI=E5}5DKfiNb9Qc9Ny!LNwszP#MGqZ(zUyxCXT8D+&NuR1V_-t9r_{e&5 zfb#R9oB3eI>}EB1vr7!F&ZN2_6Xmq3FEH1|qD8GL?IbA;EyqE?@Q)R_6*}ath0Tfg zLHeSzk+d@00{oDafNJN<+1C?Y*F5|jGCNy1=)AF_pUV!sFm>w7sX#hB?22gAs`Tcp z<9hj05`xJbZauKspVK~gKM@f16JSNQ-)*nk#$YSQDI~D}{hxfa=vQW^&DjU3;c$nI zY|*PZ?n)|@2m4!JQF9v%!XNOk6+gnocj+I%U?fE&V5iofxql*t3z)}m*i(9dhSxs$ zP0R;E)OC}Re1zZYZ|!qLJkAZkW?Qu$&c*&kA|LL{ZQ>3iVCn{EuK1=bfc-Kg$&<7>99)?> zBgWWfy8>BWsB#`{@S4=-i_qJrA0BvWQrgF7)3xD}v9Z{NNi$T=xuJp_RrlMFfZ6#7 zbokmZtwoZ}5MzW~Y9umN_7%TtBGbk;#^mKOgc~z*s_$V&_Idy{auUw zJqft2SIOsl*DafiW35uCd#eUjwJcp~L%!{kNuvJJJl6>Z@0Bo>Ot0 zWL)vVP)+y(OqqtneA7$>Q>jHKsv}Z@BU9+47e<-#~wQ{0KwqbHva+q1Hwy>L0oVX{ij;eeTP;%FxuuVs)21k?|&i{@mB zfK=E1EWLE%y8CX~2l&C$&fTGH_g3J)fl9Nmrt~INK(inFoyR0@v0|;0&yl0DffA3* zn%njxYX|>t&A#%JAorzj+hn=+uXxxdVX4Z0Yeb;%m6@UB(J$p*W$74`QvtCAvFGN+ z997zJ(1-JpS%+Vr)cMUk{*O_GuQC=INIK-t&y2zpc9``qVxKrRh2Hx<1#6!E0DJRX zM66Y|mf|_G_B&2LS^I{OyZQO~e=h@!@!&08(~;QiGkAdI5F0tEz7T`y?EFtT3P*%3 zfE|~iD8X3;=sM$sx>)qy%uV~2NSlAG;#_@xvEZjaahyohPq3a}i#5OP?bZE5$R{4^ z0|w2oArDLQXTSm|yZX2PT7i^%pDS?aW|#Y|vgK>VHh*pp>Wlqr?h^HPY3$jbs>oaQ zu+j*UolF-iGCNT|2ro8;(7o)MLQ5XJfkeGw#nX>dkAQW`Y)84POSyn##>V!>7Kq^H zyV#?5d;lp&aM>68SgpF~FI<5;M-SeJ{hdt|J&)X*Z9MM3x7`QeD=+sRc?jFK?okLI zcyJW@*+lgIZu)%Hal3kwPQ_GC`?ha7pJqv+>YS?>aIL1oR-l(xCVtYVRimsLT^!0v z*1rqM4}?WTTy>lhu}^4po;h|TfljkfXxFF)y3qD$*1M+v{aSx7O`>yvTJeHLTMJ!f z%jkm+#OU`2{dR{sZu7TSC#QuPOILOg|9Ze5z)Jc5DLd)p=|H{N#g>38V-)LZwG$w2 zJ=_P~DwgOzGOE_O=9HfFw;3imXMher&-$1+JC+6q{$~&Wzk3R(G%+dZ`<5X+|6A?< zAs*lt1dS*aJ$?PZbzZQb4H&Tku9GOsoDLxO>N2Bz=-;EtD|964{btOvv=m1I z7gL>%2ClP`g8O4uSk3`S4wP^QJ=FjvV5{25IF@~Bcf_C#rH6%I8#H$-b<+Qr=h{cu z!+?mc9yD~b8wee+Hu4;h{P(_XEj;)8$FP2fe#2aI!%rrHvC5$oJC;)uVE=sX)9-O) z{*P1Nvr8cVcOQxS{<;7En@fMNtiae@rox3cgf;GY9oZqMT4XUXIk_W+vYLPyr?g*$ z?=S2Tkx>dQdn2)XjqtrNyZV5_3D4k2U#jUAHI$z2+fle0#d_Dr#rp*4wOk4&twLk# zEVKJ*s<=edK*4G6ZUkeYPToP}DVX^_?ZPdWTzVmPYNgMP7!a4Abv6o~0OS?2HRcSTQ6tBaZ~J76%0 zq|>)~kTdfo!(n$n?88hKnj?F1G?$u(Tf&d_R(2(@K@9S`6yYsFZ{6->2&3!0QZA@v%Pcvj29JaqSECoR7)r^QG-SBeP=!;akY|Whv*#R1W&Z}H~vM-&` zJc6H6ZKB_yNL5{tPVxOy);)O;cdo1epDbhI7g6{=4MjryYUUX7|uevaDLaEJ7dit1nH zh!gAl*2UpZTCG7Pj2}TL#h>RBlREHuGipKM*RY)Mv#<3q&XN0uXg)w# zwyKgfo#HbvEZpycY3vY^)z#MwL>GlV7DzTh3dD13H`!?(K@>XxI!m@?z1Zg4x`r8$ z0*3y+QdX!_9FEOW>NCU%A9Vo9$}KWd6Um0pQfJM!4eg9E!E3k$23~dSKY|Uk!GK(Z z_ze>y1Z&o7+V@Wd4*8WSKH0z&4x*i) z1{4>g6|7Njv}I0!08E#6q&uga|10$Rf6DD{grtsdC7<}!lz++ZNE7OLwu67)a95Ls zk4f1&#m4%oGD$2LG`7Pl^fFJ?d9uL`Iz9>Qi2c0RJy8|xe$~z|gqiV-swEWV&hQQH z-0Dd6E@=qoA~iZT9-zfVsv(r zRTUQpsS-wWm9tgT!Hk{>Wive7(l`kFZg3|&6HOXt=`GtRceu!vb2VVn8%YqwBzSk{ zaZ<^XjaFVsB8?%PX?zrnPGWndzWLoDk(F@b^O#!h&ODxu)0H+=CnM2olv`+5N3^5> zUZmH2;KSml#jq09;N~5#)lkJrCW*9&r8w4kdF~(u6Loz>pU?D2yN+6r6Yn2kjnbb2 zzl?l{iE@T}MLI`$;jN}q7o2tq9Mlq!Nla&>TVq`&*L&V)%ir}%2loqpyEu3lU|Mcd ztHA}?9T12Pa$$ngTJKLDkoHb5F=Ud1IN~{Bg-h!BIV>~&?r|(zrN1f0Ua81xWW(AE z?gifr1v-9kq=`~7ooyYlH(VG)6I+?i?AwN{9i~$)q&*-YmN0j~fR3*dCaS4U!bs-; 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If set to 'diffusers', the model will be saved in the format of huggingface diffusers; if set to sd, the model will be saved in the format of StableDiffusion single file. -After obtaining the quantized model, you can use it directly in the StableDiffusion WebUI. +After the script has finished running, you will obtain the quantized model named `model.safetensors` in the folder specified by --quant_model. + > Note: When you are using a quantized model, you should not tick the **Model Quantization(int8) Speed Up** option. From fb9faff88abc483cd8caebed20cbab47672f8634 Mon Sep 17 00:00:00 2001 From: WangYi Date: Wed, 6 Mar 2024 12:00:26 +0800 Subject: [PATCH 6/7] refine --- README_ENTERPRISE.md | 4 +++- imgs/Enterprise_Tutorial_WebUI_Script.png | Bin 0 -> 99545 bytes 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 imgs/Enterprise_Tutorial_WebUI_Script.png diff --git a/README_ENTERPRISE.md b/README_ENTERPRISE.md index 84994f7cd..4dd47aea0 100644 --- a/README_ENTERPRISE.md +++ b/README_ENTERPRISE.md @@ -203,7 +203,9 @@ The meaning of each parameter is as follows: `--format` must be one of ['diffusers', 'sd'], and defaults to 'sd'. If set to 'diffusers', the model will be saved in the format of huggingface diffusers; if set to sd, the model will be saved in the format of StableDiffusion single file. -After the script has finished running, you will obtain the quantized model named `model.safetensors` in the folder specified by --quant_model. +After the script has finished running, you will obtain the quantized model named `model.safetensors` in the folder specified by --quant_model, and now you can load the quantized model in Stable Diffusion WebUI. + + > Note: When you are using a quantized model, you should not tick the **Model Quantization(int8) Speed Up** option. diff --git a/imgs/Enterprise_Tutorial_WebUI_Script.png b/imgs/Enterprise_Tutorial_WebUI_Script.png new file mode 100644 index 0000000000000000000000000000000000000000..64e0d8f3f2547fce0dc962964176904685099d80 GIT binary patch literal 99545 zcmb^YdstH08$OI%S&kjF(J6CEou-48r_$0qTTL~2tW3>3mMNallsqD8X*rFhozxT+ z%hWugf*>BSa!L~clN1Go%#Z{T69Ex{cbk2_@B91n_g*j8Rqnmnd$IPjo@cG+x$k@3 zJMVgS%f{a~Dk&*#IrsNp7nPJ$LY0)1M}OG>T=`Z0*97oq4dmk4lS&PwUDLpcGU$ZM z2_>bb+)c|@*8}IOH~#j9C@F2z-wEx;{=zov)zkJ^R&z^fP_c}g3@bA+D_kKHg@wd)jzikP1 za64IsJ*@1I7`>Ary&HD4Bie^oW7PJhLrAcSj`NJ4s;)URG+jd>YktqIAwALO!INqP z35@=LS3s{;K08#`7_Ad zrHo!ZQrh!p*~*&&pB=xh;r-eeAubIU{5QO$zk2b;!e!4jJQwVkM<;Jw4@t5S559Sr zs%l{`t%&weEHs%6Uu8d<6Ck{XwpcJP_@#^<8)9@yH=L>(?@V?PK5~Oq_#+bV3d&HP z7xS{t@f&4U611QuEs?Cxnb2G8jTu6b!8+tF+jY!9-&-j#a= zbAjec8+f#_FRMjwwLkAE#cRN~%LOL>9wf{b$Z z=nTleeMNDm^Ogqm@t0(R1lO8^2!(uIMw8m1-2s>n;DkEe&Gj`PD)^P%Vw1_IH8V+C ze%^kGA3TOm<=R{r@0yz6l;|zq6tbe1%aW&X!lCk9TaPSEcD*v92PSMEDh=MXtixLa z4v?;zJ}_m=mQYQ{RCZR?@S4FMdx3CC91T-c4Q1JVXIWjgmech;+r=~WJ>xAA3Bp2? z6qMCOyFOK6x9hA`8L_!b)`_UY$1baL<7CTTc=t{=!p_~qeK?6oJF61p>eQM%nn(4j zDvddD%n}!I7+vG(2XU8`E=O9iZxguF%or*xW4F_u&e*gYU$lox5}5XY5m)=?{fZmi z)|o86WbG%N3(DBNYDPn^Q|oBT_f&uDQanKrIYw|Mgun=C^jwR~(;dKMG}Lj07ULJx z)0kQI0k)$5C>dT$!4jtMO^~|kO*7wz@dF=q2aLD#Rw7GDDUh|}_kqeDcFJ0`vah=R z(qFKhUy&tqlUB=)Ji2%}@cuNTRlNa*ZkxSJ=dhz1n2kwueJ6TSzoMY);L zs|?DBvDee`Wgi*a=@>Us9k~(w(Vrx;``45=nEJ1wo3?pm`_o`Bw$>RHjaxPH@#ec5 z&=!nXkWN_(bO5t&#JQ2ypzNJ=m*>s)^HlkpNR@wwA!>{}7C3KytISImeWj3U?Szs^ z&;tacww4dQad>Jj-JA?H!d{KSD@f40%=v`N4)8`krAG#l`HqgAJWeB=myZ|o8~c{d zFjEBl&2A69_m)W+xvoet!J4Uv1xOZi!fPQLARi1Mxj_YEVeWpVH4enM)t) z!luL&a$Bh9jY4Kxyy#ur&IngQH)1(fxcG$pX>wsbTJ?(nk0Q0B{d<~?=Epvpk#N^T zpan^wfTL_37(pV8mbcRIL9vHD({_^LKbYP3Vq)XJ#UJFAOOk6kU001~sJG&wE=g(; 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zXLN)3H~-9Ebpm9;?s=0|pHK2p z?oSp-q%2xeuVC;&`cB}$*wc?jQ!4KA{OqbgvRn69!Diu2<}5?YN2v`{mi)=#})O&pqE&^F-wXl7J$PwVZv0;N6qf@W^#$W&9=7k z^2Uk5nwiq%9@w2Y>4&55f7&j8MWL4*|Ef89ODULquw9Q!sQaXzvoOY&NG|UY_mB4W-wR^Zsj9?cnk&l} z#dt4Use=~J$<&YhMNHfICWwmOd$IPzCwfYloDo(FqEV^ej)}pHiSi>=!%+;hiPMCS!ra#BGPS9!*!8SDnLF0 z7kCqq(s_(#(1iEKtEgH#W#p?9YEQuf$6WlLJcy+CNwD-&)=uejmQxOj}K1 zd{(uiT65fFB(ayB!N>_R6!{rC*(}QRRYM``oCnZ!NpnQc<7CS|Ei;VBxY z!@P^IBy>Q3N^A67%A`m;&)Gh~>A667E4j$lHvwG=QNuA*dT3GxZ48Ybm8XaLb#sno z>x4=!q}igTxAuY!3!n@2YqCbKOdBrw7Ti;g3IMs5ES8Q#_bmdh4^i{&E(SJUcg{@_BA6J4%Xe zyZ{A-t2^Bbw{1-TJ*{^7kIov7s?E-tVvnnL(jrHy`1fYQaI3+MUhzjdMXI@QDp{(pfhQ2Ji zI}LppP-U%+{K&!(oZRNh_4h>c{!Q>4q5@=smXhx7lG$GE-wU(`go qi>&y)BQkURyK44omDKs%4Y7>T)c576?=7syyQ*{Jud+)vkNyuKCcgUs literal 0 HcmV?d00001 From 0f85602f602f8fc1dd96ee7d38de3c0295003168 Mon Sep 17 00:00:00 2001 From: Yao Chi Date: Wed, 6 Mar 2024 12:09:06 +0800 Subject: [PATCH 7/7] Update README_ENTERPRISE.md --- README_ENTERPRISE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README_ENTERPRISE.md b/README_ENTERPRISE.md index 4dd47aea0..6844eb920 100644 --- a/README_ENTERPRISE.md +++ b/README_ENTERPRISE.md @@ -207,7 +207,7 @@ After the script has finished running, you will obtain the quantized model named -> Note: When you are using a quantized model, you should not tick the **Model Quantization(int8) Speed Up** option. +> Note: When you are using a quantized model, you should **not** tick the **Model Quantization(int8) Speed Up** option. ## Diffusers with OneDiff Enterprise