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This is a very rough first attempt at an anatomy model that can create semi-decent artful nude women and men. When it hits, it can be really good, even with dudes. When it misses, it can be pretty ugly. I'll be working on better versions, need to dial in training settings and get a feel for how to train flux for quality output. I'm finding that you get best results using this lora in the 0.65 to 1.2 model strength range (leaving clip strength at 1.0). keep your guidance at 3.0 and CFG at 1.0, any more than that and it will fry and get bad looking really fast. I use DEIS and ddim_uniform at 25 steps
trigger words:
naked, naked woman, naked man with his penis out
I'll be working on a few different versions of this, as the first one is a combo version, I'll release a female only/male only version in a bit, as there is some crossover from time to time, annoyingly.
Description
SCG-Anatomy - V1.0.0 Release Notes
This is a very rough first attempt at an anatomy model that can create semi-decent artful nude women and men. When it hits, it can be really good, even with dudes. When it misses, it can be pretty ugly. I'll be working on better versions, need to dial in training settings and get a feel for how to train flux for quality output. I'm finding that you get best results using this lora in the 0.65 to 1.2 model strength range (leaving clip strength at 1.0). keep your guidance at 3.0 and CFG at 1.0, any more than that and it will fry and get bad looking really fast. I use DEIS and ddim_uniform at 25 steps
trigger words:
naked, naked woman, naked man with his penis out
I'll be working on a few different versions of this, as the first one is a combo version, I'll release a female only/male only version in a bit, as there is some crossover from time to time, annoyingly.
known issues:
penises do some crazy weird things. You have been warned
nipples can be really ugly and strangely puffy.
pubic hair when it happens looks pretty unrealistic, tho sometimes you get lucky, especially if you're using over 1.0 lora model weight
armpit hair on women (this happens on the base flux model sometimes actually, so not 100% the lora's fault, but still going to mention it here as it's rather distracting)
FAQ
Comments (5)
Tried it quickly and looks fine most of the time as you said. Keep at it. Good anatomy is the only thing missing in FLUX
I am getting a lot of lora key not loaded errors like this:
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_q.alpha
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_v.alpha
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_attn2_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_0_proj.alpha
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_0_proj.lora_down.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_0_proj.lora_up.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_2.alpha
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_2.lora_down.weight
lora key not loaded: lora_unet_up_blocks_2_attentions_2_transformer_blocks_0_ff_net_2.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_in.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_in.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_in.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_out.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_out.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_proj_out.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn1_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_attn2_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_0_proj.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_0_proj.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_0_proj.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_2.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_2.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_0_transformer_blocks_0_ff_net_2.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_in.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_in.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_in.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_out.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_out.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_proj_out.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn1_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_attn2_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_0_proj.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_0_proj.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_0_proj.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_2.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_2.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_1_transformer_blocks_0_ff_net_2.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_in.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_in.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_in.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_out.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_out.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_proj_out.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn1_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_k.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_k.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_k.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_out_0.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_out_0.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_out_0.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_q.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_q.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_q.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_v.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_v.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_attn2_to_v.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_0_proj.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_0_proj.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_0_proj.lora_up.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_2.alpha
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_2.lora_down.weight
lora key not loaded: lora_unet_up_blocks_3_attentions_2_transformer_blocks_0_ff_net_2.lora_up.weight
update your comfy, worked for me
make sure comfy is up to date, and make sure you're using the flux dev model (and not the int4 version that the forge guy made).
I can get the same/similar nipples by using 'little tiny nipples' in the prompt with no lora.