Comfy Workflow https://civarchive.com/models/478793
Adds something extra to the pixart sigma base model, better portraits, better lighting, all round more coherency, should do somewhat better hands (still needs more training on that)
My recommendation is DPM++ SDE Karras and 20-50 steps. CFG 3.
Set the sigmas for Karras to sigma max: 157.4 and sigma min to: 0.01
V2 Caveats:
It may has lost a bit when it comes to illustrated/non-realistic content. This is expected.
V1 Caveats:
Hands and feet are still meh.
Don't try celebrities, it doesn't do them well.
Description
FAQ
Comments (23)
will it work in comfyui ?
Why not, there are pixart sigma workflows for comfy
give it a try. You may need to use a custom sampler to set the sigmas like suggested. Busy for next couple days but will try it out.
Yes, I use ComfyUI Extra Models.
I hope you will attach a workflow to make it easier for users to benefit from the model. Thank you for this effort
I'll post one tomorrow.
thanks bro
@HASZD25 Image posted by anyMODE (civitai.com) this image has the workflow attached, hit download and drag it into ComfyUI
@anyMODE Thanks Man Done and very amazing
Kudos on the impressive sharpness enhancement! Colors also seem more saturated and vibrant, making them pop even more.
I do notice, however, that the model's unique artistic flair, which previously included styles like paintings, ink art, art movements, aerosol, etc..., has been somewhat compromised in favor of a more realistic approach. I hope you'll consider preserving and even building upon these distinctive artistic elements, as they were a key differentiator and strength of this model. This will help maintain its individuality and prevent it from becoming too similar to other AI models available. If you can achieve this balance, that would be terrific :-)
I fear that may not be possible due to the smaller size of the model itself. I will look at maybe training another more artistic leaning model.
Can you provide any specific prompts so I can compare base and any new ones?
@anyMODE Gotcha, that's sad do hear. If you can do both, that would work just fine.
The artistic style appears to be mainly washed out in the area you fine-tuned, which is logical given its sharper focus, resulting in the loss of pen or brush strokes. This is slightly noticeable, and it's likely that the image will become increasingly washed out with each subsequent version.
Here is a comfyui workflow with a couple of styles:
{"last_node_id":485,"last_link_id":1064,"nodes":[{"id":144,"type":"T5v11Loader","pos":[-303,-23],"size":{"0":380,"1":154},"flags":{},"order":0,"mode":0,"outputs":[{"name":"T5","type":"T5","links":[263,264,957,975,1000,1016,1032,1049],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5v11Loader"},"widgets_values":["t5-v1_1-xxl-encoder-bf16\\model.safetensors","xxl","folder","gpu","FP16"]},{"id":410,"type":"KSampler","pos":[900,-857],"size":{"0":315,"1":474},"flags":{},"order":22,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":948},{"name":"positive","type":"CONDITIONING","link":937},{"name":"negative","type":"CONDITIONING","link":997},{"name":"latent_image","type":"LATENT","link":939}],"outputs":[{"name":"LATENT","type":"LATENT","links":[940],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":20,"type":"PixArtCheckpointLoader","pos":[-301,-160],"size":{"0":400,"1":82},"flags":{},"order":1,"mode":0,"outputs":[{"name":"model","type":"MODEL","links":[948,961,979,1002,1018,1034,1051],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"PixArtCheckpointLoader"},"widgets_values":["pixart\\extramodePixartSigma_v10.safetensors","PixArtMS_Sigma_XL_2"]},{"id":156,"type":"ExtraVAELoader","pos":[-233,237],"size":{"0":315,"1":106},"flags":{},"order":2,"mode":0,"outputs":[{"name":"VAE","type":"VAE","links":[944,954,966,973,984,991,1006,1012,1022,1028,1038,1044,1055,1061],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"ExtraVAELoader"},"widgets_values":["pixart_sigma_sdxlvae_T5_diffusers.safetensors","kl-f8","FP16"]},{"id":427,"type":"PixArtCheckpointLoader","pos":[-303,416],"size":{"0":400,"1":82},"flags":{},"order":3,"mode":0,"outputs":[{"name":"model","type":"MODEL","links":[953,968,986,1008,1024,1040,1057],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"PixArtCheckpointLoader"},"widgets_values":["pixart\\PixArt-Sigma-XL-2-1024-MS.pth","PixArtMS_Sigma_XL_2"]},{"id":411,"type":"VAEDecode","pos":[995,-940],"size":{"0":210,"1":46},"flags":{},"order":36,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":940},{"name":"vae","type":"VAE","link":944}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[941],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":426,"type":"KSampler","pos":[870,410],"size":{"0":320,"1":474},"flags":{},"order":23,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":953},{"name":"positive","type":"CONDITIONING","link":950},{"name":"negative","type":"CONDITIONING","link":994},{"name":"latent_image","type":"LATENT","link":952}],"outputs":[{"name":"LATENT","type":"LATENT","links":[955],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":412,"type":"PreviewImage","pos":[1257,-282],"size":{"0":345.6147155761719,"1":252.42469787597656},"flags":{},"order":50,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":941}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":428,"type":"VAEDecode","pos":[970,920],"size":{"0":210,"1":50},"flags":{},"order":37,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":955},{"name":"vae","type":"VAE","link":954}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[956],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":429,"type":"PreviewImage","pos":[1239,22],"size":{"0":364.1448669433594,"1":290.16400146484375},"flags":{},"order":51,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":956}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":433,"type":"VAEDecode","pos":[1820,-910],"size":{"0":210,"1":50},"flags":{},"order":38,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":965},{"name":"vae","type":"VAE","link":966}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[967],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":434,"type":"PreviewImage","pos":[2080,-250],"size":{"0":350,"1":250},"flags":{},"order":52,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":967}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":438,"type":"VAEDecode","pos":[1800,950],"size":{"0":210,"1":50},"flags":{},"order":39,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":972},{"name":"vae","type":"VAE","link":973}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[974],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":439,"type":"PreviewImage","pos":[2070,50],"size":{"0":360,"1":290},"flags":{},"order":53,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":974}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":432,"type":"KSampler","pos":[1730,-830],"size":{"0":320,"1":474},"flags":{},"order":24,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":961},{"name":"positive","type":"CONDITIONING","link":962},{"name":"negative","type":"CONDITIONING","link":998},{"name":"latent_image","type":"LATENT","link":964}],"outputs":[{"name":"LATENT","type":"LATENT","links":[965],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":437,"type":"KSampler","pos":[1700,440],"size":{"0":320,"1":474},"flags":{},"order":25,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":968},{"name":"positive","type":"CONDITIONING","link":969},{"name":"negative","type":"CONDITIONING","link":995},{"name":"latent_image","type":"LATENT","link":971}],"outputs":[{"name":"LATENT","type":"LATENT","links":[972],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":443,"type":"VAEDecode","pos":[2680,-920],"size":{"0":210,"1":50},"flags":{},"order":40,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":983},{"name":"vae","type":"VAE","link":984}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[985],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":444,"type":"PreviewImage","pos":[2940,-260],"size":{"0":350,"1":250},"flags":{},"order":54,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":985}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":447,"type":"KSampler","pos":[2560,430],"size":{"0":320,"1":474},"flags":{},"order":27,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":986},{"name":"positive","type":"CONDITIONING","link":987},{"name":"negative","type":"CONDITIONING","link":996},{"name":"latent_image","type":"LATENT","link":989}],"outputs":[{"name":"LATENT","type":"LATENT","links":[990],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":448,"type":"VAEDecode","pos":[2660,940],"size":{"0":210,"1":50},"flags":{},"order":41,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":990},{"name":"vae","type":"VAE","link":991}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[992],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":449,"type":"PreviewImage","pos":[2930,40],"size":{"0":360,"1":290},"flags":{},"order":55,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":992}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":442,"type":"KSampler","pos":[2590,-840],"size":{"0":320,"1":474},"flags":{},"order":26,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":979},{"name":"positive","type":"CONDITIONING","link":980},{"name":"negative","type":"CONDITIONING","link":999},{"name":"latent_image","type":"LATENT","link":982}],"outputs":[{"name":"LATENT","type":"LATENT","links":[983],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":414,"type":"Text Multiline","pos":[498,-104],"size":{"0":327.9214172363281,"1":148.785888671875},"flags":{},"order":4,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[943],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["realistic, photorealistic, sharp image, cinematic"],"color":"#322","bgcolor":"#533"},{"id":435,"type":"Text Multiline","pos":[1714,-75],"size":{"0":330,"1":170},"flags":{},"order":5,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[958],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["Ink art: portrait of an extremely sad orc"],"color":"#232","bgcolor":"#353"},{"id":445,"type":"Text Multiline","pos":[2589,-49],"size":{"0":330,"1":170},"flags":{},"order":6,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[976],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["oil painting: portrait of a woman"],"color":"#232","bgcolor":"#353"},{"id":440,"type":"T5TextEncode","pos":[2698,-144],"size":{"0":210,"1":54},"flags":{},"order":15,"mode":0,"inputs":[{"name":"T5","type":"T5","link":975},{"name":"text","type":"STRING","link":976,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[980,987],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":430,"type":"T5TextEncode","pos":[1823,-171],"size":{"0":210,"1":54},"flags":{},"order":14,"mode":0,"inputs":[{"name":"T5","type":"T5","link":957},{"name":"text","type":"STRING","link":958,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[962,969],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":413,"type":"Text Multiline","pos":[882,-66],"size":{"0":334.5850830078125,"1":170.11024475097656},"flags":{},"order":7,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[942],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["impressionism painting: portrait of an extremely sad orc"],"color":"#232","bgcolor":"#353"},{"id":113,"type":"T5TextEncode","pos":[993,-171],"size":{"0":210,"1":54},"flags":{},"order":16,"mode":0,"inputs":[{"name":"T5","type":"T5","link":263},{"name":"text","type":"STRING","link":942,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[937,950],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":128,"type":"PixArtResolutionSelect","pos":[-114,-319],"size":{"0":220,"1":102},"flags":{},"order":8,"mode":0,"outputs":[{"name":"width","type":"INT","links":[236],"shape":3,"slot_index":0},{"name":"height","type":"INT","links":[237],"shape":3,"slot_index":1}],"properties":{"Node name for S&R":"PixArtResolutionSelect"},"widgets_values":["PixArtMS_Sigma_XL_2","1.67"]},{"id":6,"type":"EmptyLatentImage","pos":[-170,-474],"size":{"0":280,"1":100},"flags":{},"order":17,"mode":0,"inputs":[{"name":"width","type":"INT","link":236,"widget":{"name":"width"}},{"name":"height","type":"INT","link":237,"widget":{"name":"height"}}],"outputs":[{"name":"LATENT","type":"LATENT","links":[939,952,964,971,982,989,1004,1010,1020,1026,1036,1042,1053,1059],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"EmptyLatentImage"},"widgets_values":[1024,1024,1]},{"id":452,"type":"T5TextEncode","pos":[3520,-140],"size":{"0":210,"1":54},"flags":{},"order":18,"mode":0,"inputs":[{"name":"T5","type":"T5","link":1000},{"name":"text","type":"STRING","link":1001,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[1003,1009],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":454,"type":"VAEDecode","pos":[3510,-920],"size":{"0":210,"1":50},"flags":{},"order":42,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1005},{"name":"vae","type":"VAE","link":1006}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1007],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":455,"type":"PreviewImage","pos":[3770,-260],"size":{"0":350,"1":250},"flags":{},"order":56,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1007}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":457,"type":"KSampler","pos":[3390,430],"size":{"0":320,"1":474},"flags":{},"order":29,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1008},{"name":"positive","type":"CONDITIONING","link":1009},{"name":"negative","type":"CONDITIONING","link":1015},{"name":"latent_image","type":"LATENT","link":1010}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1011],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":458,"type":"VAEDecode","pos":[3490,940],"size":{"0":210,"1":50},"flags":{},"order":43,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1011},{"name":"vae","type":"VAE","link":1012}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1013],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":459,"type":"PreviewImage","pos":[3760,40],"size":{"0":360,"1":290},"flags":{},"order":57,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1013}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":453,"type":"KSampler","pos":[3420,-830],"size":{"0":320,"1":474},"flags":{},"order":28,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1002},{"name":"positive","type":"CONDITIONING","link":1003},{"name":"negative","type":"CONDITIONING","link":1014},{"name":"latent_image","type":"LATENT","link":1004}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1005],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":456,"type":"Text Multiline","pos":[3410,-40],"size":{"0":330,"1":170},"flags":{},"order":9,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[1001],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["pencil drawing: portrait of a woman"],"color":"#232","bgcolor":"#353"},{"id":460,"type":"T5TextEncode","pos":[4350,-120],"size":{"0":210,"1":54},"flags":{},"order":19,"mode":0,"inputs":[{"name":"T5","type":"T5","link":1016},{"name":"text","type":"STRING","link":1017,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[1019,1025],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":462,"type":"VAEDecode","pos":[4340,-900],"size":{"0":210,"1":50},"flags":{},"order":44,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1021},{"name":"vae","type":"VAE","link":1022}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1023],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":463,"type":"PreviewImage","pos":[4600,-240],"size":{"0":350,"1":250},"flags":{},"order":58,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1023}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":465,"type":"KSampler","pos":[4220,450],"size":{"0":320,"1":474},"flags":{},"order":31,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1024},{"name":"positive","type":"CONDITIONING","link":1025},{"name":"negative","type":"CONDITIONING","link":1031},{"name":"latent_image","type":"LATENT","link":1026}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1027],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":466,"type":"VAEDecode","pos":[4320,960],"size":{"0":210,"1":50},"flags":{},"order":45,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1027},{"name":"vae","type":"VAE","link":1028}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1029],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":467,"type":"PreviewImage","pos":[4590,60],"size":{"0":360,"1":290},"flags":{},"order":59,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1029}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":461,"type":"KSampler","pos":[4250,-810],"size":{"0":320,"1":474},"flags":{},"order":30,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1018},{"name":"positive","type":"CONDITIONING","link":1019},{"name":"negative","type":"CONDITIONING","link":1030},{"name":"latent_image","type":"LATENT","link":1020}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1021],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":464,"type":"Text Multiline","pos":[4240,-20],"size":{"0":330,"1":170},"flags":{},"order":10,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[1017],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["charcoal drawing: portrait of a woman"],"color":"#232","bgcolor":"#353"},{"id":469,"type":"T5TextEncode","pos":[5170,-150],"size":{"0":210,"1":54},"flags":{},"order":20,"mode":0,"inputs":[{"name":"T5","type":"T5","link":1032},{"name":"text","type":"STRING","link":1033,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[1035,1041],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":471,"type":"VAEDecode","pos":[5160,-930],"size":{"0":210,"1":50},"flags":{},"order":46,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1037},{"name":"vae","type":"VAE","link":1038}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1039],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":472,"type":"PreviewImage","pos":[5420,-270],"size":{"0":350,"1":250},"flags":{},"order":60,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1039}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":474,"type":"KSampler","pos":[5040,420],"size":{"0":320,"1":474},"flags":{},"order":33,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1040},{"name":"positive","type":"CONDITIONING","link":1041},{"name":"negative","type":"CONDITIONING","link":1047},{"name":"latent_image","type":"LATENT","link":1042}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1043],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":475,"type":"VAEDecode","pos":[5140,930],"size":{"0":210,"1":50},"flags":{},"order":47,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1043},{"name":"vae","type":"VAE","link":1044}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1045],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":476,"type":"PreviewImage","pos":[5410,30],"size":{"0":360,"1":290},"flags":{},"order":61,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1045}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":470,"type":"KSampler","pos":[5070,-840],"size":{"0":320,"1":474},"flags":{},"order":32,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1034},{"name":"positive","type":"CONDITIONING","link":1035},{"name":"negative","type":"CONDITIONING","link":1046},{"name":"latent_image","type":"LATENT","link":1036}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1037],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":473,"type":"Text Multiline","pos":[5060,-50],"size":{"0":330,"1":170},"flags":{},"order":11,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[1033],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["hard edge painting: a cute kitten"],"color":"#232","bgcolor":"#353"},{"id":478,"type":"T5TextEncode","pos":[5980,-140],"size":{"0":210,"1":54},"flags":{},"order":21,"mode":0,"inputs":[{"name":"T5","type":"T5","link":1049},{"name":"text","type":"STRING","link":1050,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[1052,1058],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["a storybook illustration of the most glorious fantasy landscape, alcohol ink painting, pareidolia eyes\n"],"color":"#232","bgcolor":"#353"},{"id":480,"type":"VAEDecode","pos":[5970,-920],"size":{"0":210,"1":50},"flags":{},"order":48,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1054},{"name":"vae","type":"VAE","link":1055}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1056],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":481,"type":"PreviewImage","pos":[6230,-260],"size":{"0":350,"1":250},"flags":{},"order":62,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1056}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":483,"type":"KSampler","pos":[5850,430],"size":[320,474],"flags":{},"order":35,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1057},{"name":"positive","type":"CONDITIONING","link":1058},{"name":"negative","type":"CONDITIONING","link":1064},{"name":"latent_image","type":"LATENT","link":1059}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1060],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":484,"type":"VAEDecode","pos":[5950,940],"size":{"0":210,"1":50},"flags":{},"order":49,"mode":0,"inputs":[{"name":"samples","type":"LATENT","link":1060},{"name":"vae","type":"VAE","link":1061}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1062],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"VAEDecode"}},{"id":485,"type":"PreviewImage","pos":[6220,40],"size":{"0":360,"1":290},"flags":{},"order":63,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":1062}],"properties":{"Node name for S&R":"PreviewImage"}},{"id":479,"type":"KSampler","pos":[5880,-830],"size":[320,474],"flags":{},"order":34,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":1051},{"name":"positive","type":"CONDITIONING","link":1052},{"name":"negative","type":"CONDITIONING","link":1063},{"name":"latent_image","type":"LATENT","link":1053}],"outputs":[{"name":"LATENT","type":"LATENT","links":[1054],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"KSampler"},"widgets_values":[0,"fixed",30,5,"dpmpp_2m","karras",1]},{"id":125,"type":"T5TextEncode","pos":[605,90],"size":{"0":210,"1":54},"flags":{},"order":13,"mode":0,"inputs":[{"name":"T5","type":"T5","link":264},{"name":"text","type":"STRING","link":943,"widget":{"name":"text"}}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[994,995,996,997,998,999,1014,1015,1030,1031,1046,1047,1063,1064],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"T5TextEncode"},"widgets_values":["ugly, wip, beginner, incoherent, blurry, grainy, indistinct, distorted, cliche,boring, mediocre, quote, caption, text"],"color":"#322","bgcolor":"#533"},{"id":482,"type":"Text Multiline","pos":[5870,-40],"size":{"0":330,"1":170},"flags":{},"order":12,"mode":0,"outputs":[{"name":"STRING","type":"STRING","links":[1050],"shape":3,"slot_index":0}],"properties":{"Node name for S&R":"Text Multiline"},"widgets_values":["Graffiti art: a cute dog"],"color":"#232","bgcolor":"#353"}],"links":[[236,128,0,6,0,"INT"],[237,128,1,6,1,"INT"],[263,144,0,113,0,"T5"],[264,144,0,125,0,"T5"],[937,113,0,410,1,"CONDITIONING"],[939,6,0,410,3,"LATENT"],[940,410,0,411,0,"LATENT"],[941,411,0,412,0,"IMAGE"],[942,413,0,113,1,"STRING"],[943,414,0,125,1,"STRING"],[944,156,0,411,1,"VAE"],[948,20,0,410,0,"MODEL"],[950,113,0,426,1,"CONDITIONING"],[952,6,0,426,3,"LATENT"],[953,427,0,426,0,"MODEL"],[954,156,0,428,1,"VAE"],[955,426,0,428,0,"LATENT"],[956,428,0,429,0,"IMAGE"],[957,144,0,430,0,"T5"],[958,435,0,430,1,"STRING"],[961,20,0,432,0,"MODEL"],[962,430,0,432,1,"CONDITIONING"],[964,6,0,432,3,"LATENT"],[965,432,0,433,0,"LATENT"],[966,156,0,433,1,"VAE"],[967,433,0,434,0,"IMAGE"],[968,427,0,437,0,"MODEL"],[969,430,0,437,1,"CONDITIONING"],[971,6,0,437,3,"LATENT"],[972,437,0,438,0,"LATENT"],[973,156,0,438,1,"VAE"],[974,438,0,439,0,"IMAGE"],[975,144,0,440,0,"T5"],[976,445,0,440,1,"STRING"],[979,20,0,442,0,"MODEL"],[980,440,0,442,1,"CONDITIONING"],[982,6,0,442,3,"LATENT"],[983,442,0,443,0,"LATENT"],[984,156,0,443,1,"VAE"],[985,443,0,444,0,"IMAGE"],[986,427,0,447,0,"MODEL"],[987,440,0,447,1,"CONDITIONING"],[989,6,0,447,3,"LATENT"],[990,447,0,448,0,"LATENT"],[991,156,0,448,1,"VAE"],[992,448,0,449,0,"IMAGE"],[994,125,0,426,2,"CONDITIONING"],[995,125,0,437,2,"CONDITIONING"],[996,125,0,447,2,"CONDITIONING"],[997,125,0,410,2,"CONDITIONING"],[998,125,0,432,2,"CONDITIONING"],[999,125,0,442,2,"CONDITIONING"],[1000,144,0,452,0,"T5"],[1001,456,0,452,1,"STRING"],[1002,20,0,453,0,"MODEL"],[1003,452,0,453,1,"CONDITIONING"],[1004,6,0,453,3,"LATENT"],[1005,453,0,454,0,"LATENT"],[1006,156,0,454,1,"VAE"],[1007,454,0,455,0,"IMAGE"],[1008,427,0,457,0,"MODEL"],[1009,452,0,457,1,"CONDITIONING"],[1010,6,0,457,3,"LATENT"],[1011,457,0,458,0,"LATENT"],[1012,156,0,458,1,"VAE"],[1013,458,0,459,0,"IMAGE"],[1014,125,0,453,2,"CONDITIONING"],[1015,125,0,457,2,"CONDITIONING"],[1016,144,0,460,0,"T5"],[1017,464,0,460,1,"STRING"],[1018,20,0,461,0,"MODEL"],[1019,460,0,461,1,"CONDITIONING"],[1020,6,0,461,3,"LATENT"],[1021,461,0,462,0,"LATENT"],[1022,156,0,462,1,"VAE"],[1023,462,0,463,0,"IMAGE"],[1024,427,0,465,0,"MODEL"],[1025,460,0,465,1,"CONDITIONING"],[1026,6,0,465,3,"LATENT"],[1027,465,0,466,0,"LATENT"],[1028,156,0,466,1,"VAE"],[1029,466,0,467,0,"IMAGE"],[1030,125,0,461,2,"CONDITIONING"],[1031,125,0,465,2,"CONDITIONING"],[1032,144,0,469,0,"T5"],[1033,473,0,469,1,"STRING"],[1034,20,0,470,0,"MODEL"],[1035,469,0,470,1,"CONDITIONING"],[1036,6,0,470,3,"LATENT"],[1037,470,0,471,0,"LATENT"],[1038,156,0,471,1,"VAE"],[1039,471,0,472,0,"IMAGE"],[1040,427,0,474,0,"MODEL"],[1041,469,0,474,1,"CONDITIONING"],[1042,6,0,474,3,"LATENT"],[1043,474,0,475,0,"LATENT"],[1044,156,0,475,1,"VAE"],[1045,475,0,476,0,"IMAGE"],[1046,125,0,470,2,"CONDITIONING"],[1047,125,0,474,2,"CONDITIONING"],[1049,144,0,478,0,"T5"],[1050,482,0,478,1,"STRING"],[1051,20,0,479,0,"MODEL"],[1052,478,0,479,1,"CONDITIONING"],[1053,6,0,479,3,"LATENT"],[1054,479,0,480,0,"LATENT"],[1055,156,0,480,1,"VAE"],[1056,480,0,481,0,"IMAGE"],[1057,427,0,483,0,"MODEL"],[1058,478,0,483,1,"CONDITIONING"],[1059,6,0,483,3,"LATENT"],[1060,483,0,484,0,"LATENT"],[1061,156,0,484,1,"VAE"],[1062,484,0,485,0,"IMAGE"],[1063,125,0,479,2,"CONDITIONING"],[1064,125,0,483,2,"CONDITIONING"]],"groups":[],"config":{},"extra":{"ds":{"scale":0.2430442096739802,"offset":[-3148.3671387538934,1692.4470124186844]}},"version":0.4}
@poluramus Thanks for that, that's an interesting comparator tool, I can see what you mean, I think a lot of it is down to the captioning being very general on the dataset I used, I've got a much more specific and detailed set of captions on a model I'm trying right now and it seems to be much much better at keeping the old styles, I need to do a bit more work on the captioning, then I'll release that.
@anyMODE It was hard to explain with words, so I figured it would be easier with exemples :-P .
I understand, I guess you have to vary the captionning and to make sure to keep the original style while maintaining the sharpness when needed, and "Et voila!". I've been using pixart a lot and I love it, so I'm glad to help.
@poluramus That's too bad about the limitations of PixArt. I was hoping more fine tunes would be coming its way since the SD3 debacle. I really like Sigma. I've been using it almost exclusively with an SDXL refine pass for a while now.
@_degenerativeai_ There's quite a few people tuning Sigma right now on various discords I'm on, so we might get a flurry of new checkpoints soon. Someone's even managed to add parameters to make a 900M version
@anyMODE Oh nice! I'm really hoping it starts getting more traction.
will you post a model card on huggingface.co for this? Thanks.
I'll look into it
@anyMODE @anyMODE A model card broken down as usual with the various folders: scheduler; text_encoder; tokenizer, transformer, etc. just the way the orig author used
@condzero1950 no I'm not going to do that
@condzero1950 OP has set a very permissive licence on this model, you can set the model card yourself
This is a great stuff!
You're our only hope for PixArt fines, ObiMODE!
Details
Available On (1 platform)
Same model published on other platforms. May have additional downloads or version variants.



















