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import os
import json
import copy
import time
import random
import logging
import numpy as np
from typing import Any, Dict, List, Optional, Union
from diffusers.utils import load_image
import torch
from PIL import Image
import gradio as gr
from diffusers import (
DiffusionPipeline,
AutoencoderTiny,
AutoencoderKL,
AutoPipelineForImage2Image,
FluxPipeline,
FlowMatchEulerDiscreteScheduler)
from huggingface_hub import (
hf_hub_download,
HfFileSystem,
ModelCard,
snapshot_download)
import spaces
#---if workspace = local or colab---
# Authenticate with Hugging Face
# from huggingface_hub import login
# Log in to Hugging Face using the provided token
# hf_token = 'hf-token-authentication'
# login(hf_token)
def calculate_shift(
image_seq_len,
base_seq_len: int = 256,
max_seq_len: int = 4096,
base_shift: float = 0.5,
max_shift: float = 1.16,
):
m = (max_shift - base_shift) / (max_seq_len - base_seq_len)
b = base_shift - m * base_seq_len
mu = image_seq_len * m + b
return mu
def retrieve_timesteps(
scheduler,
num_inference_steps: Optional[int] = None,
device: Optional[Union[str, torch.device]] = None,
timesteps: Optional[List[int]] = None,
sigmas: Optional[List[float]] = None,
**kwargs,
):
if timesteps is not None and sigmas is not None:
raise ValueError("Only one of `timesteps` or `sigmas` can be passed. Please choose one to set custom values")
if timesteps is not None:
scheduler.set_timesteps(timesteps=timesteps, device=device, **kwargs)
timesteps = scheduler.timesteps
num_inference_steps = len(timesteps)
elif sigmas is not None:
scheduler.set_timesteps(sigmas=sigmas, device=device, **kwargs)
timesteps = scheduler.timesteps
num_inference_steps = len(timesteps)
else:
scheduler.set_timesteps(num_inference_steps, device=device, **kwargs)
timesteps = scheduler.timesteps
return timesteps, num_inference_steps
# FLUX pipeline
@torch.inference_mode()
def flux_pipe_call_that_returns_an_iterable_of_images(
self,
prompt: Union[str, List[str]] = None,
prompt_2: Optional[Union[str, List[str]]] = None,
height: Optional[int] = None,
width: Optional[int] = None,
num_inference_steps: int = 28,
timesteps: List[int] = None,
guidance_scale: float = 3.5,
num_images_per_prompt: Optional[int] = 1,
generator: Optional[Union[torch.Generator, List[torch.Generator]]] = None,
latents: Optional[torch.FloatTensor] = None,
prompt_embeds: Optional[torch.FloatTensor] = None,
pooled_prompt_embeds: Optional[torch.FloatTensor] = None,
output_type: Optional[str] = "pil",
return_dict: bool = True,
joint_attention_kwargs: Optional[Dict[str, Any]] = None,
max_sequence_length: int = 512,
good_vae: Optional[Any] = None,
):
height = height or self.default_sample_size * self.vae_scale_factor
width = width or self.default_sample_size * self.vae_scale_factor
self.check_inputs(
prompt,
prompt_2,
height,
width,
prompt_embeds=prompt_embeds,
pooled_prompt_embeds=pooled_prompt_embeds,
max_sequence_length=max_sequence_length,
)
self._guidance_scale = guidance_scale
self._joint_attention_kwargs = joint_attention_kwargs
self._interrupt = False
batch_size = 1 if isinstance(prompt, str) else len(prompt)
device = self._execution_device
lora_scale = joint_attention_kwargs.get("scale", None) if joint_attention_kwargs is not None else None
prompt_embeds, pooled_prompt_embeds, text_ids = self.encode_prompt(
prompt=prompt,
prompt_2=prompt_2,
prompt_embeds=prompt_embeds,
pooled_prompt_embeds=pooled_prompt_embeds,
device=device,
num_images_per_prompt=num_images_per_prompt,
max_sequence_length=max_sequence_length,
lora_scale=lora_scale,
)
num_channels_latents = self.transformer.config.in_channels // 4
latents, latent_image_ids = self.prepare_latents(
batch_size * num_images_per_prompt,
num_channels_latents,
height,
width,
prompt_embeds.dtype,
device,
generator,
latents,
)
sigmas = np.linspace(1.0, 1 / num_inference_steps, num_inference_steps)
image_seq_len = latents.shape[1]
mu = calculate_shift(
image_seq_len,
self.scheduler.config.base_image_seq_len,
self.scheduler.config.max_image_seq_len,
self.scheduler.config.base_shift,
self.scheduler.config.max_shift,
)
timesteps, num_inference_steps = retrieve_timesteps(
self.scheduler,
num_inference_steps,
device,
timesteps,
sigmas,
mu=mu,
)
self._num_timesteps = len(timesteps)
guidance = torch.full([1], guidance_scale, device=device, dtype=torch.float32).expand(latents.shape[0]) if self.transformer.config.guidance_embeds else None
for i, t in enumerate(timesteps):
if self.interrupt:
continue
timestep = t.expand(latents.shape[0]).to(latents.dtype)
noise_pred = self.transformer(
hidden_states=latents,
timestep=timestep / 1000,
guidance=guidance,
pooled_projections=pooled_prompt_embeds,
encoder_hidden_states=prompt_embeds,
txt_ids=text_ids,
img_ids=latent_image_ids,
joint_attention_kwargs=self.joint_attention_kwargs,
return_dict=False,
)[0]
latents_for_image = self._unpack_latents(latents, height, width, self.vae_scale_factor)
latents_for_image = (latents_for_image / self.vae.config.scaling_factor) + self.vae.config.shift_factor
image = self.vae.decode(latents_for_image, return_dict=False)[0]
yield self.image_processor.postprocess(image, output_type=output_type)[0]
latents = self.scheduler.step(noise_pred, t, latents, return_dict=False)[0]
torch.cuda.empty_cache()
latents = self._unpack_latents(latents, height, width, self.vae_scale_factor)
latents = (latents / good_vae.config.scaling_factor) + good_vae.config.shift_factor
image = good_vae.decode(latents, return_dict=False)[0]
self.maybe_free_model_hooks()
torch.cuda.empty_cache()
yield self.image_processor.postprocess(image, output_type=output_type)[0]
#------------------------------------------------------------------------------------------------------------------------------------------------------------#
loras = [
#Super-Realism
{
"image": "https://huggingface.co/strangerzonehf/Flux-Super-Realism-LoRA/resolve/main/images/1.png",
"title": "Super Realism",
"repo": "strangerzonehf/Flux-Super-Realism-LoRA",
"weights": "super-realism.safetensors",
"trigger_word": "Super Realism"
},
#Dalle-Mix
{
"image": "https://huggingface.co/prithivMLmods/Flux-Dalle-Mix-LoRA/resolve/main/images/D3.png",
"title": "Dalle Mix",
"repo": "prithivMLmods/Flux-Dalle-Mix-LoRA",
"weights": "dalle-mix.safetensors",
"trigger_word": "dalle-mix"
},
#anime-v1
{
"image": "https://huggingface.co/strangerzonehf/Flux-Animeo-v1-LoRA/resolve/main/images/A4.png",
"title": "Animeo Mix",
"repo": "strangerzonehf/Flux-Animeo-v1-LoRA",
"weights": "Animeo.safetensors",
"trigger_word": "Animeo"
},
#anime-v2
{
"image": "https://huggingface.co/strangerzonehf/Flux-Animex-v2-LoRA/resolve/main/images/A33.png",
"title": "Animex Mix",
"repo": "strangerzonehf/Flux-Animex-v2-LoRA",
"weights": "Animex.safetensors",
"trigger_word": "Animex"
},
#Super-Blend
{
"image": "https://huggingface.co/strangerzonehf/Flux-Super-Blend-LoRA/resolve/main/images/SB1.png",
"title": "Super Blend",
"repo": "strangerzonehf/Flux-Super-Blend-LoRA",
"weights": "Super-Blend.safetensors",
"trigger_word": "Super Blend"
},
#-----------------------------------------------------------------------------------LoRA's----------------------------------------------------------------------#
#0
{
"image": "https://huggingface.co/prithivMLmods/Purple-Dreamy-Flux-LoRA/resolve/main/images/PD3.png",
"title": "Purple Dream",
"repo": "prithivMLmods/Purple-Dreamy-Flux-LoRA",
"weights": "Purple-Dreamy.safetensors",
"trigger_word": "Purple Dreamy"
},
#1
{
"image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/11.png",
"title": "Flux Face Realism",
"repo": "prithivMLmods/Canopus-LoRA-Flux-FaceRealism",
"trigger_word": "Realism"
},
#2
{
"image": "https://huggingface.co/alvdansen/softserve_anime/resolve/main/images/ComfyUI_00134_.png",
"title": "Softserve Anime",
"repo": "alvdansen/softserve_anime",
"trigger_word": "sftsrv style illustration"
},
#3
{
"image": "https://huggingface.co/prithivMLmods/Fashion-Hut-Modeling-LoRA/resolve/main/images/MO1.png",
"title": "Modeling Hut",
"repo": "prithivMLmods/Fashion-Hut-Modeling-LoRA",
"trigger_word": "Modeling of"
},
#4
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template/resolve/main/images/f2cc649985648e57b9b9b14ca7a8744ac8e50d75b3a334ed4df0f368.jpg",
"title": "Creative Template",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template",
"trigger_word": "The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos."
},
#5
{
"image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0/resolve/main/images/XX.png",
"title": "Ultra Realism",
"repo": "prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0",
"trigger_word": "Ultra realistic"
},
#6
{
"image": "https://huggingface.co/gokaygokay/Flux-Game-Assets-LoRA-v2/resolve/main/images/example_y2bqpuphc.png",
"title": "Game Assets",
"repo": "gokaygokay/Flux-Game-Assets-LoRA-v2",
"trigger_word": "wbgmsst, white background"
},
#7
{
"image": "https://huggingface.co/alvdansen/softpasty-flux-dev/resolve/main/images/ComfyUI_00814_%20(2).png",
"title": "Softpasty",
"repo": "alvdansen/softpasty-flux-dev",
"trigger_word": "araminta_illus illustration style"
},
#8
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-add-details/resolve/main/images/0.png",
"title": "Details Add",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-add-details",
"trigger_word": ""
},
#9
{
"image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-Anime/resolve/main/assets/4.png",
"title": "Flux Anime",
"repo": "prithivMLmods/Canopus-LoRA-Flux-Anime",
"trigger_word": "Anime"
},
#10
{
"image": "https://huggingface.co/aleksa-codes/flux-ghibsky-illustration/resolve/main/images/example5.jpg",
"title": "Ghibsky Illustration",
"repo": "aleksa-codes/flux-ghibsky-illustration",
"trigger_word": "GHIBSKY style painting"
},
#11
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy/resolve/main/images/c2215bd73da9f14fcd63cc93350e66e2901bdafa6fb8abaaa2c32a1b.jpg",
"title": "Dark Fantasy",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Dark-Fantasy",
"trigger_word": ""
},
#12
{
"image": "https://huggingface.co/Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style/resolve/main/d13591878d5043f3989dd6eb1c25b710_233c18effb4b491cb467ca31c97e90b5.png",
"title": "Paper Cutout",
"repo": "Norod78/Flux_1_Dev_LoRA_Paper-Cutout-Style",
"trigger_word": "Paper Cutout Style"
},
#13
{
"image": "https://huggingface.co/alvdansen/mooniverse/resolve/main/images/out-0%20(17).webp",
"title": "Mooniverse",
"repo": "alvdansen/mooniverse",
"trigger_word": "surreal style"
},
#14
{
"image": "https://huggingface.co/alvdansen/pola-photo-flux/resolve/main/images/out-0%20-%202024-09-22T130819.351.webp",
"title": "Pola Photo",
"repo": "alvdansen/pola-photo-flux",
"trigger_word": "polaroid style"
},
#15
{
"image": "https://huggingface.co/multimodalart/flux-tarot-v1/resolve/main/images/7e180627edd846e899b6cd307339140d_5b2a09f0842c476b83b6bd2cb9143a52.png",
"title": "Flux Tarot",
"repo": "multimodalart/flux-tarot-v1",
"trigger_word": "in the style of TOK a trtcrd tarot style"
},
#16
{
"image": "https://huggingface.co/prithivMLmods/Flux-Dev-Real-Anime-LoRA/resolve/main/images/111.png",
"title": "Real Anime",
"repo": "prithivMLmods/Flux-Dev-Real-Anime-LoRA",
"trigger_word": "Real Anime"
},
#17
{
"image": "https://huggingface.co/diabolic6045/Flux_Sticker_Lora/resolve/main/images/example_s3pxsewcb.png",
"title": "Stickers",
"repo": "diabolic6045/Flux_Sticker_Lora",
"trigger_word": "5t1cker 5ty1e"
},
#18
{
"image": "https://huggingface.co/VideoAditor/Flux-Lora-Realism/resolve/main/images/feel-the-difference-between-using-flux-with-lora-from-xlab-v0-j0ehybmvxehd1.png",
"title": "Realism",
"repo": "XLabs-AI/flux-RealismLora",
"trigger_word": ""
},
#19
{
"image": "https://huggingface.co/alvdansen/flux-koda/resolve/main/images/ComfyUI_00583_%20(1).png",
"title": "Koda",
"repo": "alvdansen/flux-koda",
"trigger_word": "flmft style"
},
#20
{
"image": "https://huggingface.co/mgwr/Cine-Aesthetic/resolve/main/images/00019-1333633802.png",
"title": "Cine Aesthetic",
"repo": "mgwr/Cine-Aesthetic",
"trigger_word": "mgwr/cine"
},
#21
{
"image": "https://huggingface.co/SebastianBodza/flux_cute3D/resolve/main/images/astronaut.webp",
"title": "Cute 3D",
"repo": "SebastianBodza/flux_cute3D",
"trigger_word": "NEOCUTE3D"
},
#22
{
"image": "https://huggingface.co/bingbangboom/flux_dreamscape/resolve/main/images/3.jpg",
"title": "Dreamscape",
"repo": "bingbangboom/flux_dreamscape",
"trigger_word": "in the style of BSstyle004"
},
#23
{
"image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism/resolve/main/images/xc.webp",
"title": "Cute Kawaii",
"repo": "prithivMLmods/Canopus-Cute-Kawaii-Flux-LoRA",
"trigger_word": "cute-kawaii"
},
#24
{
"image": "https://cdn-uploads.huggingface.co/production/uploads/64b24543eec33e27dc9a6eca/_jyra-jKP_prXhzxYkg1O.png",
"title": "Pastel Anime",
"repo": "Raelina/Flux-Pastel-Anime",
"trigger_word": "Anime"
},
#25
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey/resolve/main/images/f7a66b51c89896854f31bef743dc30f33c6ea3c0ed8f9ff04d24b702.jpg",
"title": "Vector",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Vector-Journey",
"trigger_word": "artistic style blends reality and illustration elements"
},
#26
{
"image": "https://huggingface.co/bingbangboom/flux-miniature-worlds/resolve/main/images/2.jpg",
"title": "Miniature",
"repo": "bingbangboom/flux-miniature-worlds",
"weights": "flux_MNTRWRLDS.safetensors",
"trigger_word": "Image in the style of MNTRWRLDS"
},
#27
{
"image": "https://huggingface.co/glif-loradex-trainer/bingbangboom_flux_surf/resolve/main/samples/1729012111574__000002000_0.jpg",
"title": "Surf Bingbangboom",
"repo": "glif-loradex-trainer/bingbangboom_flux_surf",
"weights": "flux_surf.safetensors",
"trigger_word": "SRFNGV01"
},
#28
{
"image": "https://huggingface.co/prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA/resolve/main/000.png",
"title": "Snoopy Charlie",
"repo": "prithivMLmods/Canopus-Snoopy-Charlie-Brown-Flux-LoRA",
"trigger_word": "Snoopy Charlie Brown"
},
#29
{
"image": "https://huggingface.co/alvdansen/sonny-anime-fixed/resolve/main/images/uqAuIMqA6Z7mvPkHg4qJE_f4c3cbe64e0349e7b946d02adeacdca3.png",
"title": "Fixed Sonny",
"repo": "alvdansen/sonny-anime-fixed",
"trigger_word": "nm22 style"
},
#30
{
"image": "https://huggingface.co/davisbro/flux-multi-angle/resolve/main/multi-angle-examples/3.png",
"title": "Multi Angle",
"repo": "davisbro/flux-multi-angle",
"trigger_word": "A TOK composite photo of a person posing at different angles"
},
#31
{
"image": "https://huggingface.co/glif/how2draw/resolve/main/images/glif-how2draw-araminta-k-vbnvy94npt8m338r2vm02m50.jpg",
"title": "How2Draw",
"repo": "glif/how2draw",
"trigger_word": "How2Draw"
},
#32
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Text-Poster/resolve/main/images/6dd1a918d89991ad5e40513ab88e7d892077f89dac93edcf4b660dd2.jpg",
"title": "Text Poster",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Text-Poster",
"trigger_word": "text poster"
},
#33
{
"image": "https://huggingface.co/SebastianBodza/Flux_Aquarell_Watercolor_v2/resolve/main/images/coffee.webp",
"title": "Aquarell Watercolor",
"repo": "SebastianBodza/Flux_Aquarell_Watercolor_v2",
"trigger_word": "AQUACOLTOK"
},
#34
{
"image": "https://huggingface.co/Purz/face-projection/resolve/main/34031797.jpeg",
"title": "Face Projection ",
"repo": "Purz/face-projection",
"trigger_word": "f4c3_p40j3ct10n"
},
#35
{
"image": "https://huggingface.co/martintomov/ecom-flux-v2/resolve/main/images/example_z30slf97z.png",
"title": "Ecom Design Art",
"repo": "martintomov/ecom-flux-v2",
"trigger_word": ""
},
#36
{
"image": "https://huggingface.co/TheAwakenOne/max-headroom/resolve/main/sample/max-headroom_000900_00_20241015234926.png",
"title": "Max Head-Room",
"repo": "TheAwakenOne/max-headroom",
"weights": "max-headroom-v1.safetensors",
"trigger_word": "M2X, Max-Headroom"
},
#37
{
"image": "https://huggingface.co/renderartist/toyboxflux/resolve/main/images/3D__00366_.png",
"title": "Toy Box Flux",
"repo": "renderartist/toyboxflux",
"weights": "Toy_Box_Flux_v2_renderartist.safetensors",
"trigger_word": "t0yb0x, simple toy design, detailed toy design, 3D render"
},
#38
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-live-3D/resolve/main/images/51a716fb6fe9ba5d54c260b70e7ff661d38acedc7fb725552fa77bcf.jpg",
"title": "Live 3D",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-live-3D",
"trigger_word": ""
},
#39
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Garbage-Bag-Art/resolve/main/images/42e944819b43869a03dc252d10409b5944a62494c7082816121016f9.jpg",
"title": "Garbage Bag Art",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Garbage-Bag-Art",
"trigger_word": "Inflatable plastic bag"
},
#40
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Logo-Design/resolve/main/images/73e7db6a33550d05836ce285549de60075d05373c7b0660d631dac33.jpg",
"title": "Logo Design",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Logo-Design",
"trigger_word": "wablogo, logo, Minimalist"
},
#41
{
"image": "https://huggingface.co/punzel/flux_sadie_sink/resolve/main/images/ComfyUI_Flux_Finetune_00069_.png",
"title": "Sadie Sink",
"repo": "punzel/flux_sadie_sink",
"weights": "flux_sadie_sink.safetensors",
"trigger_word": "Sadie Sink"
},
#42
{
"image": "https://huggingface.co/punzel/flux_jenna_ortega/resolve/main/images/ComfyUI_Flux_Finetune_00065_.png",
"title": "Jenna ortega",
"repo": "punzel/flux_jenna_ortega",
"weights": "flux_jenna_ortega.safetensors",
"trigger_word": "Jenna ortega"
},
#43
{
"image": "https://huggingface.co/Wakkamaruh/balatro-poker-cards/resolve/main/samples/01.png",
"title": "Poker Cards",
"repo": "Wakkamaruh/balatro-poker-cards",
"weights": "balatro-poker-cards.safetensors",
"trigger_word": "balatrocard"
},
#44
{
"image": "https://huggingface.co/lichorosario/flux-cubist-cartoon/resolve/main/samples/albert-einstein.png",
"title": "Cubist Cartoon",
"repo": "lichorosario/flux-cubist-cartoon",
"weights": "lora.safetensors",
"trigger_word": "CBSTCRTN"
},
#45
{
"image": "https://huggingface.co/iliketoasters/miniature-people/resolve/main/images/1757-over%20the%20shoulder%20shot%2C%20raw%20photo%2C%20a%20min-fluxcomfy-orgflux1-dev-fp8-128443497-converted.png",
"title": "Miniature People",
"repo": "iliketoasters/miniature-people",
"trigger_word": "miniature people"
},
#46
{
"image": "https://huggingface.co/ampp/rough-kids-illustrations/resolve/main/samples/1725115106736__000001000_0.jpg",
"title": "kids Illustrations",
"repo": "ampp/rough-kids-illustrations",
"weights": "rough-kids-illustrations.safetensors",
"trigger_word": "r0ughkids4rt"
},
#47
{
"image": "https://huggingface.co/lichorosario/flux-lora-tstvctr/resolve/main/images/example_mo3jx93o6.png",
"title": "TSTVCTR Cartoon",
"repo": "lichorosario/flux-lora-tstvctr",
"weights": "lora.safetensors",
"trigger_word": "TSTVCTR cartoon illustration"
},
#48
{
"image": "https://huggingface.co/lichorosario/flux-lora-gliff-tosti-vector-no-captions-2500s/resolve/main/images/example_i6h6fi9sq.png",
"title": "Tosti Vector",
"repo": "lichorosario/flux-lora-gliff-tosti-vector-no-captions-2500s",
"weights": "flux_dev_tosti_vector_without_captions_000002500.safetensors",
"trigger_word": ""
},
#49
{
"image": "https://huggingface.co/AlekseyCalvin/Propaganda_Poster_Schnell_by_doctor_diffusion/resolve/main/Trashy.png",
"title": "Propaganda Poster",
"repo": "AlekseyCalvin/Propaganda_Poster_Schnell_by_doctor_diffusion",
"weights": "propaganda_schnell_v1.safetensors",
"trigger_word": "propaganda poster"
},
#50
{
"image": "https://huggingface.co/WizWhite/Wiz-PunchOut_Ringside_Portrait/resolve/main/images/punch0ut__ringside_pixel_portrait_depicting_chris_brown_wearing_a_veil__moonstone_gray_background_with_white_ropes___1923906484.png",
"title": "Ringside Portrait",
"repo": "WizWhite/Wiz-PunchOut_Ringside_Portrait",
"trigger_word": "punch0ut, ringside pixel portrait depicting"
},
#51
{
"image": "https://huggingface.co/glif-loradex-trainer/kklors_flux_dev_long_exposure/resolve/main/samples/1729016926778__000003000_3.jpg",
"title": "Long Exposure",
"repo": "glif-loradex-trainer/kklors_flux_dev_long_exposure",
"weights": "flux_dev_long_exposure.safetensors",
"trigger_word": "LE"
},
#52
{
"image": "https://huggingface.co/DamarJati/streetwear-flux/resolve/main/img/79e891f9-ceb8-4f8a-a51d-bb432789d037.jpeg",
"title": "Street Wear",
"repo": "DamarJati/streetwear-flux",
"weights": "Streetwear.safetensors",
"trigger_word": "Handling Information Tshirt template"
},
#53
{
"image": "https://huggingface.co/multimodalart/vintage-ads-flux/resolve/main/samples/-FMpgla6rQ1hBwBpbr-Ao_da7b23c29de14a9cad94901879ae2e2b.png",
"title": "Vintage Ads Flux",
"repo": "multimodalart/vintage-ads-flux",
"weights": "vintage-ads-flux-1350.safetensors",
"trigger_word": "a vintage ad of"
},
#54
{
"image": "https://huggingface.co/multimodalart/product-design/resolve/main/images/example_vgv87rlfl.png",
"title": "Product Design",
"repo": "multimodalart/product-design",
"weights": "product-design.safetensors",
"trigger_word": "product designed by prdsgn"
},
#55
{
"image": "https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-Typography-ASCII/resolve/main/images/NNN.png",
"title": "Typography",
"repo": "prithivMLmods/Canopus-LoRA-Flux-Typography-ASCII",
"weights": "Typography.safetensors",
"trigger_word": "Typography, ASCII Art"
},
#56
{
"image": "https://huggingface.co/mateo-19182/mosoco/resolve/main/samples/1725714834007__000002000_0.jpg",
"title": "Mosoco",
"repo": "mateo-19182/mosoco",
"weights": "mosoco.safetensors",
"trigger_word": "moscos0"
},
#57
{
"image": "https://huggingface.co/jakedahn/flux-latentpop/resolve/main/images/2.webp",
"title": "Latent Pop",
"repo": "jakedahn/flux-latentpop",
"weights": "lora.safetensors",
"trigger_word": "latentpop"
},
#58
{
"image": "https://huggingface.co/glif-loradex-trainer/ddickinson_dstyl3xl/resolve/main/samples/1728556571974__000001500_2.jpg",
"title": "Dstyl3xl",
"repo": "glif-loradex-trainer/ddickinson_dstyl3xl",
"weights": "dstyl3xl.safetensors",
"trigger_word": "in the style of dstyl3xl"
},
#59
{
"image": "https://huggingface.co/TDN-M/RetouchFLux/resolve/main/images/496f0680-0158-4f37-805d-d227c1a08a7b.png",
"title": "Retouch FLux",
"repo": "TDN-M/RetouchFLux",
"weights": "TDNM_Retouch.safetensors",
"trigger_word": "luxury, enhance, hdr"
},
#60
{
"image": "https://huggingface.co/glif/anime-blockprint-style/resolve/main/images/glif-block-print-anime-flux-dev-araminta-k-lora-araminta-k-e35k8xqsrb8dtq2qcv4gsr3z.jpg",
"title": "Block Print",
"repo": "glif/anime-blockprint-style",
"weights": "bwmanga.safetensors",
"trigger_word": "blockprint style"
},
#61
{
"image": "https://huggingface.co/renderartist/weirdthingsflux/resolve/main/images/3D__02303_.png",
"title": "Weird Things Flux",
"repo": "renderartist/weirdthingsflux",
"weights": "Weird_Things_Flux_v1_renderartist.safetensors",
"trigger_word": "w3irdth1ngs, illustration"
},
#62
{
"image": "https://replicate.delivery/yhqm/z7f2OBcvga07dCoJ4FeRGZCbE5PvipLhogPhEeU7BazIg5lmA/out-0.webp",
"title": "Replicate Flux LoRA",
"repo": "lucataco/ReplicateFluxLoRA",
"weights": "flux_train_replicate.safetensors",
"trigger_word": "TOK"
},
#63
{
"image": "https://huggingface.co/alvdansen/haunted_linework_flux/resolve/main/images/ComfyUI_00755_.png",
"title": "Linework",
"repo": "alvdansen/haunted_linework_flux",
"weights": "hauntedlinework_flux_araminta_k.safetensors",
"trigger_word": "hntdlnwrk style"
},
#64
{
"image": "https://huggingface.co/fofr/flux-cassette-futurism/resolve/main/images/example_qgry9jnkj.png",
"title": "Cassette Futurism",
"repo": "fofr/flux-cassette-futurism",
"weights": "lora.safetensors",
"trigger_word": "cassette futurism"
},
#65
{
"image": "https://huggingface.co/Wadaka/Mojo_Style_LoRA/resolve/main/Samples/Sample2.png",
"title": "Mojo Style",
"repo": "Wadaka/Mojo_Style_LoRA",
"weights": "Mojo_Style_LoRA.safetensors",
"trigger_word": "Mojo_Style"
},
#66
{
"image": "https://huggingface.co/Norod78/JojosoStyle-flux-lora/resolve/main/samples/1725244218477__000004255_1.jpg",
"title": "Jojoso Style",
"repo": "Norod78/JojosoStyle-flux-lora",
"weights": "JojosoStyle_flux_lora.safetensors",
"trigger_word": "JojosoStyle"
},
#67
{
"image": "https://huggingface.co/Chunte/flux-lora-Huggieverse/resolve/main/images/Happy%20star.png",
"title": "Huggieverse",
"repo": "Chunte/flux-lora-Huggieverse",
"weights": "lora.safetensors",
"trigger_word": "HGGRE"
},
#68
{
"image": "https://huggingface.co/diabolic6045/Flux_Wallpaper_Lora/resolve/main/images/example_hjp51et93.png",
"title": "Wallpaper LoRA",
"repo": "diabolic6045/Flux_Wallpaper_Lora",
"weights": "tost-2024-09-20-07-35-44-wallpap3r5.safetensors",
"trigger_word": "wallpap3r5"
},
#69
{
"image": "https://huggingface.co/bingbangboom/flux_geopop/resolve/main/extras/5.png",
"title": "Geo Pop",
"repo": "bingbangboom/flux_geopop",
"weights": "geopop_NWGMTRCPOPV01.safetensors",
"trigger_word": "illustration in the style of NWGMTRCPOPV01"
},
#70
{
"image": "https://huggingface.co/bingbangboom/flux_colorscape/resolve/main/images/4.jpg",
"title": "Colorscape",
"repo": "bingbangboom/flux_colorscape",
"weights": "flux_colorscape.safetensors",
"trigger_word": "illustration in the style of ASstyle001"
},
#71
{
"image": "https://huggingface.co/dvyio/flux-lora-thermal-image/resolve/main/images/WROSaNNU4-Gw0r5QoBRjf_f164ffa4f0804e68bad1d06d30deecfa.jpg",
"title": "Thermal Image",
"repo": "dvyio/flux-lora-thermal-image",
"weights": "79b5004c57ef4c4390dead1c65977bbb_pytorch_lora_weights.safetensors",
"trigger_word": "thermal image in the style of THRML"
},
#72
{
"image": "https://huggingface.co/prithivMLmods/Canopus-Clothing-Flux-LoRA/resolve/main/images/333.png",
"title": "Clothing Flux",
"repo": "prithivMLmods/Canopus-Clothing-Flux-LoRA",
"weights": "Canopus-Clothing-Flux-Dev-Florence2-LoRA.safetensors",
"trigger_word": "Hoodie, Clothes, Shirt, Pant"
},
#73
{
"image": "https://huggingface.co/dvyio/flux-lora-stippled-illustration/resolve/main/images/57FPpbu74QTV45w6oNOtZ_26832270585f456c99e4a98b1c073745.jpg",
"title": "Stippled Illustration",
"repo": "dvyio/flux-lora-stippled-illustration",
"weights": "31984be602a04a1fa296d9ccb244fb29_pytorch_lora_weights.safetensors",
"trigger_word": "stippled illustration in the style of STPPLD"
},
#74
{
"image": "https://huggingface.co/wayned/fruitlabels/resolve/main/images/ComfyUI_03969_.png",
"title": "Fruitlabels",
"repo": "wayned/fruitlabels",
"weights": "fruitlabels2.safetensors",
"trigger_word": "fruit labels"
},
#75
{
"image": "https://huggingface.co/punzel/flux_margot_robbie/resolve/main/images/ComfyUI_Flux_Finetune_00142_.png",
"title": "Margot Robbie",
"repo": "punzel/flux_margot_robbie",
"weights": "flux_margot_robbie.safetensors",
"trigger_word": ""
},
#76
{
"image": "https://huggingface.co/diabolic6045/Formula1_Lego_Lora/resolve/main/images/example_502kcuiba.png",
"title": "Formula 1 Lego",
"repo": "punzel/flux_margot_robbie",
"weights": "tost-2024-09-20-09-58-33-f1leg0s.safetensors",
"trigger_word": "f1leg0s"
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#77
{
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#78
{
"image": "https://huggingface.co/jeremytai/enso-zen/resolve/main/images/example_a0iwdj5lu.png",
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#79
{
"image": "https://huggingface.co/veryVANYA/opus-ascii-flux/resolve/main/31654332.jpeg",
"title": "Opus Ascii",
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#80
{
"image": "https://huggingface.co/crystantine/cybrpnkz/resolve/main/images/example_plyxk0lej.png",
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#81
{
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},
#82
{
"image": "https://huggingface.co/TheAwakenOne/caricature/resolve/main/sample/caricature_000900_03_20241007143412.png",
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#83
{
"image": "https://huggingface.co/davidrd123/Flux-MoonLanding76-Replicate/resolve/main/images/example_6adktoq5m.png",
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#84
{
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#85
{
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"trigger_word": "Vintage Sardine Tin, Tinned Fish, vintage xyz tin"
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#86
{
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"title": "Float Ballon Character",
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#87
{
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#88
{
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#89
{
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"weights": "lora.safetensors",
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},
#90
{
"image": "https://huggingface.co/Disra/lora-anime-test-02/resolve/main/assets/image_0_0.png",
"title": "Anime Test",
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#91
{
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"title": "Black Myth Wukong",
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"trigger_word": "wukong"
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#92
{
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"title": "Pastelcomic",
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"weights": "pastelcomic_v1.safetensors",
"trigger_word": ""
},
#93
{
"image": "https://huggingface.co/RareConcepts/Flux.1-dev-LoKr-Moonman/resolve/main/assets/image_6_0.png",
"title": "Moonman",
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"weights": "pytorch_lora_weights.safetensors",
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#94
{
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},
#95
{
"image": "https://huggingface.co/Omarito2412/Stars-Galaxy-Flux/resolve/main/images/25128409.jpeg",
"title": "Ascii Flux",
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#96
{
"image": "https://huggingface.co/brushpenbob/flux-pencil-v2/resolve/main/26193927.jpeg",
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#97
{
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"title": "Children Simple Sketch",
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#98
{
"image": "https://huggingface.co/victor/contemporarink/resolve/main/images/example_hnqc22urm.png",
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},
#99
{
"image": "https://huggingface.co/wavymulder/OverlordStyleFLUX/resolve/main/imgs/ComfyUI_00668_.png",
"title": "OverlordStyle",
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"trigger_word": "ovld style anime"
},
#100
{
"image": "https://huggingface.co/marceloxp/canny-quest/resolve/main/26676266.jpeg",
"title": "Canny quest",
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"trigger_word": "blonde, silver silk dress, perfectly round sunglasses, pearl necklace"
},
#101
{
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"title": "Building Flux",
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#102
{
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"title": "Tinker Bell Flux",
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"trigger_word": "TinkerWaifu, blue eyes, single hair bun"
},
#103
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-playful-metropolis/resolve/main/images/3e9265312b3b726c224a955ec9254a0f95c2c8b78ce635929183a075.jpg",
"title": "Playful Metropolis",
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"trigger_word": ""
},
#104
{
"image": "https://huggingface.co/prithivMLmods/Castor-Character-Polygon-LoRA/resolve/main/images/1000.webp",
"title": "Character Polygon",
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"weights": "Castor-Character-Polygon-LoRA.safetensors",
"trigger_word": "3D Polygon"
},
#105
{
"image": "https://huggingface.co/prithivMLmods/Castor-Gta6-Theme-Flux-LoRA/resolve/main/images/gta1.webp",
"title": "GTA 6 Theme",
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"weights": "Gta6.safetensors",
"trigger_word": "GTA 6 Theme, World of GTA 6"
},
#106
{
"image": "https://huggingface.co/prithivMLmods/Castor-Concept-Gta6-Character-Design/resolve/main/images/L3.webp",
"title": "GTA Character Concept",
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"weights": "Gta6-Concept-Charecter.safetensors",
"trigger_word": "Jason, Lucia, GTA 6"
},
#107
{
"image": "https://huggingface.co/prithivMLmods/Castor-3D-Sketchfab-Flux-LoRA/resolve/main/images/S1.png",
"title": "3D Sketchfab",
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"trigger_word": "3D Sketchfab"
},
#108
{
"image": "https://huggingface.co/prithivMLmods/Castor-Collage-Dim-Flux-LoRA/resolve/main/images/C1.webp",
"title": "In Image Collage",
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"weights": "Castor-Collage-Dim-Flux-LoRA.safetensors",
"trigger_word": "collage"
},
#109
{
"image": "https://huggingface.co/brushpenbob/flux-midjourney-anime/resolve/main/25439344.jpeg",
"title": "Anime Journey",
"repo": "brushpenbob/flux-midjourney-anime",
"weights": "FLUX_MidJourney_Anime.safetensors",
"trigger_word": "egmid"
},
#110
{
"image": "https://huggingface.co/glif-loradex-trainer/maxxd4240_minimalistPastel/resolve/main/samples/1727255690613__000002500_0.jpg",
"title": "Min Pastel",
"repo": "glif-loradex-trainer/maxxd4240_minimalistPastel",
"weights": "minimalistPastel.safetensors",
"trigger_word": "minimalistPastel"
},
#111
{
"image": "https://huggingface.co/prithivMLmods/Castor-Red-Dead-Redemption-2-Flux-LoRA/resolve/main/images/rdr12.webp",
"title": "RDR2",
"repo": "prithivMLmods/Castor-Red-Dead-Redemption-2-Flux-LoRA",
"weights": "Castor-Red-Dead-Redemption-2-Flux-LoRA.safetensors",
"trigger_word": "Red Dead Redemption 2"
},
#112
{
"image": "https://huggingface.co/WizWhite/wizard-s-paper-model-universe/resolve/main/35746354.jpeg",
"title": "Paper Model",
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"trigger_word": "A paper model"
},
#113
{
"image": "https://huggingface.co/renderartist/retrocomicflux/resolve/main/images/ComfyUI_temp_ipugi_00040_.png",
"title": "Retrocomic Flux",
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"trigger_word": "comic book panel"
},
#114
{
"image": "https://huggingface.co/prithivMLmods/Castor-Happy-Halloween-Flux-LoRA/resolve/main/images/hw1.webp",
"title": "Halloween Flux",
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"weights": "Castor-Happy-Halloween-Flux-LoRA.safetensors",
"trigger_word": "happy halloween"
},
#115
{
"image": "https://huggingface.co/prithivMLmods/Castor-3D-Portrait-Flux-LoRA/resolve/main/images/1.webp",
"title": "Castor-3D-Portrait",
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"weights": "Castor-3D-Portrait-Flux-LoRA.safetensors",
"trigger_word": "3D Portrait"
},
#116
{
"image": "https://huggingface.co/renderartist/coloringbookflux/resolve/main/images/ComfyUI_09731_.png",
"title": "Coloring book flux",
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"weights": "c0l0ringb00k_Flux_v1_renderartist.safetensors",
"trigger_word": "c0l0ringb00k, coloring book, coloring book page"
},
#117
{
"image": "https://huggingface.co/prithivMLmods/Uncoloured-Polygon-Flux-LoRA/resolve/main/images/1.webp",
"title": "Uncoloured Polygon",
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"weights": "Uncoloured-3D-Polygon.safetensors",
"trigger_word": "uncoloured polygon"
},
#118
{
"image": "https://huggingface.co/prithivMLmods/Past-Present-Deep-Mix-Flux-LoRA/resolve/main/images/PP3.webp",
"title": "Past Present Mix",
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"weights": "Past-Present-Deep-Mix-Flux-LoRA.safetensors",
"trigger_word": "Mixing Past and Present"
},
#119
{
"image": "https://huggingface.co/gokaygokay/Flux-Double-Exposure-LoRA/resolve/main/images/image3.jpg",
"title": "Double Exposure",
"repo": "gokaygokay/Flux-Double-Exposure-LoRA",
"weights": "double_exposure.safetensors",
"trigger_word": "dblxpsr"
},
#120
{
"image": "https://huggingface.co/gokaygokay/Flux-Seamless-Texture-LoRA/resolve/main/images/image3.jpg",
"title": "Seamless Texture",
"repo": "gokaygokay/Flux-Seamless-Texture-LoRA",
"weights": "seamless_texture.safetensors",
"trigger_word": "smlstxtr"
},
#121
{
"image": "https://huggingface.co/prithivMLmods/Mockup-Texture-Flux-LoRA/resolve/main/images/MU1.webp",
"title": "Mockup Texture",
"repo": "prithivMLmods/Mockup-Texture-Flux-LoRA",
"weights": "Mockup-Texture.safetensors",
"trigger_word": "Mockup"
},
#122
{
"image": "https://huggingface.co/prithivMLmods/Ton618-Tarot-Cards-Flux-LoRA/resolve/main/images/c2.webp",
"title": "Tarot Cards",
"repo": "prithivMLmods/Ton618-Tarot-Cards-Flux-LoRA",
"weights": "Tarot-card.safetensors",
"trigger_word": "Tarot card"
},
#123
{
"image": "https://huggingface.co/prithivMLmods/Ton618-Amxtoon-Flux-LoRA/resolve/main/images/am1.webp",
"title": "Amxtoon",
"repo": "prithivMLmods/Ton618-Amxtoon-Flux-LoRA",
"weights": "Amxtoon.safetensors",
"trigger_word": "Amxtoon"
},
#124
{
"image": "https://huggingface.co/prithivMLmods/Ton618-Epic-Realism-Flux-LoRA/resolve/main/images/ep3.png",
"title": "Epic Realism",
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"weights": "Epic-Realism-Unpruned.safetensors",
"trigger_word": "Epic Realism"
},
#125
{
"image": "https://huggingface.co/bingbangboom/flux-mixReality/resolve/main/images/3.jpg",
"title": "Mixed Reality",
"repo": "bingbangboom/flux-mixReality",
"weights": "HLFILSTHLFPHTO_000002500.safetensors",
"trigger_word": "in the style of HLFILSTHLFPHTO"
},
#126
{
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"title": "Pixelart",
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"weights": "pktrainer_F1-v1-0.safetensors",
"trigger_word": "pixel image of, pixel art"
},
#127
{
"image": "https://huggingface.co/bingbangboom/flux_colorscape/resolve/main/images/2.jpg",
"title": "Colorscape",
"repo": "bingbangboom/flux_colorscape",
"weights": "flux_colorscape.safetensors",
"trigger_word": "illustration in the style of ASstyle001"
},
#128
{
"image": "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Modern_Pixel_art/resolve/main/images/c363192f-5fa0-4539-8295-b8d9e3e96747.jpeg",
"title": "Modern Pixel art",
"repo": "UmeAiRT/FLUX.1-dev-LoRA-Modern_Pixel_art",
"weights": "ume_modern_pixelart.safetensors",
"trigger_word": "umempart"
},
#129
{
"image": "https://huggingface.co/prithivMLmods/Ton618-Only-Stickers-Flux-LoRA/resolve/main/images/222.png",
"title": "Sticker",
"repo": "prithivMLmods/Ton618-Only-Stickers-Flux-LoRA",
"weights": "only-stickers.safetensors",
"trigger_word": "Only Sticker"
},
#130
{
"image": "https://huggingface.co/prithivMLmods/Ton618-Space-Wallpaper-LoRA/resolve/main/images/222.png",
"title": "Space Wallpaper",
"repo": "prithivMLmods/Ton618-Space-Wallpaper-LoRA",
"weights": "space-wallpaper-xl.safetensor",
"trigger_word": "Space Wallpaper"
},
#131
{
"image": "https://huggingface.co/prithivMLmods/Canopus-Pixar-3D-Flux-LoRA/resolve/main/images/11111.png",
"title": "Pixar 3D",
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"weights": "Canopus-Pixar-3D-FluxDev-LoRA.safetensors",
"trigger_word": "Pixar 3D"
},
#132
{
"image": "https://huggingface.co/prithivMLmods/EBook-Creative-Cover-Flux-LoRA/resolve/main/images/E2.png",
"title": "EBook Cover",
"repo": "prithivMLmods/EBook-Creative-Cover-Flux-LoRA",
"weights": "EBook-Cover.safetensors",
"trigger_word": "EBook Cover"
},
#133
{
"image": "https://huggingface.co/prithivMLmods/Minimal-Futuristic-Flux-LoRA/resolve/main/images/MF3.png",
"title": "Minimal Futuristic",
"repo": "prithivMLmods/Minimal-Futuristic-Flux-LoRA",
"weights": "Minimal-Futuristic.safetensors",
"trigger_word": "Minimal Futuristic"
},
#134
{
"image": "https://huggingface.co/prithivMLmods/Seamless-Pattern-Design-Flux-LoRA/resolve/main/images/SP1.png",
"title": "Seamless Pattern",
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"weights": "Seamless-Pattern-Design.safetensors",
"trigger_word": "Seamless Pattern Design"
},
#135
{
"image": "https://huggingface.co/prithivMLmods/Logo-Design-Flux-LoRA/resolve/main/images/LD1.png",
"title": "Logo Design",
"repo": "prithivMLmods/Logo-Design-Flux-LoRA",
"weights": "Logo-design.safetensors",
"trigger_word": "Logo Design"
},
#136
{
"image": "https://huggingface.co/prithivMLmods/Coloring-Book-Flux-LoRA/resolve/main/images/EB1.png",
"title": "Coloring Book",
"repo": "prithivMLmods/Coloring-Book-Flux-LoRA",
"weights": "coloring-book.safetensors",
"trigger_word": "Coloring Book"
},
#137
{
"image": "https://huggingface.co/prithivMLmods/Intense-Red-Flux-LoRA/resolve/main/images/IR1.png",
"title": "Intense Red",
"repo": "prithivMLmods/Intense-Red-Flux-LoRA",
"weights": "Intense-Red.safetensors",
"trigger_word": "Intense Red"
},
#138
{
"image": "https://huggingface.co/prithivMLmods/Glowing-Body-Flux-LoRA/resolve/main/images/GB3.png",
"title": "Glowing Body Flux",
"repo": "prithivMLmods/Glowing-Body-Flux-LoRA",
"weights": "Glowing-Body.safetensors",
"trigger_word": "Glowing Body"
},
#139
{
"image": "https://huggingface.co/prithivMLmods/Electric-Blue-Flux-LoRA/resolve/main/images/EB3.png",
"title": "Electric Blue",
"repo": "prithivMLmods/Electric-Blue-Flux-LoRA",
"weights": "Electric-Blue.safetensors",
"trigger_word": "Electric Blue"
},
#140
{
"image": "https://huggingface.co/prithivMLmods/Clouds-Illusion-Flux-LoRA/resolve/main/images/CI2.png",
"title": "Clouds Illusion",
"repo": "prithivMLmods/Clouds-Illusion-Flux-LoRA",
"weights": "Clouds-Illusion.safetensors",
"trigger_word": "Clouds Illusion"
},
#141
{
"image": "https://huggingface.co/prithivMLmods/Digital-Yellow-Flux-LoRA/resolve/main/images/DY3.png",
"title": "Digital Yellow",
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#142
{
"image": "https://huggingface.co/cfahlgren1/flux-qwen-capybara/resolve/main/images/example_72ao6twvk.png",
"title": "Flux Qwen Capybara",
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#143
{
"image": "https://huggingface.co/dasdsff/PleinAirArt/resolve/main/images/e7499ccc-7504-4086-842f-275a5428ef0e.jpg",
"title": "Plein Air Art ",
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#144
{
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"title": "Orange Chroma",
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#145
{
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"title": "Lime Green",
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#146
{
"image": "https://huggingface.co/prithivMLmods/Fractured-Line-Flare/resolve/main/images/FS1.png",
"title": "Line Flare",
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},
#147
{
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"title": "Golden Dust",
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},
#148
{
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"title": "Dramatic Neon",
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},
#149
{
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"title": "Outfit Generator",
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"trigger_word": "Outfit"
},
#150
{
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"title": "Half Illustration",
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#151
{
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"title": "Oilscape",
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"weights": "flux_Oilstyle.safetensors",
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},
#152
{
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"title": "Red Undersea Flux",
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},
#153
{
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"title": "3D Render Flux LoRA",
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},
#154
{
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"title": "Yellow Pop Flux",
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},
#155
{
"image": "https://huggingface.co/prithivMLmods/Purple-Grid-Flux-LoRA/resolve/main/images/PG2.png",
"title": "Purple Grid Flux",
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},
#156
{
"image": "https://huggingface.co/prithivMLmods/Dark-Thing-Flux-LoRA/resolve/main/images/DT2.png",
"title": "Dark Thing Flux",
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},
#157
{
"image": "https://huggingface.co/prithivMLmods/Shadow-Projection-Flux-LoRA/resolve/main/images/SP2.png",
"title": "Shadow Projection",
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},
#158
{
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"title": "Street Bokeh",
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"weights": "Street_Bokeh.safetensors",
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},
#159
{
"image": "https://huggingface.co/prithivMLmods/Abstract-Cartoon-Flux-LoRA/resolve/main/images/AC2.png",
"title": "Abstract Cartoon",
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"weights": "Abstract-Cartoon.safetensors",
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},
#160
{
"image": "https://huggingface.co/Norod78/CartoonStyle-flux-lora/resolve/main/samples/1725344450635__000003800_1.jpg",
"title": "Cartoon Style Flux",
"repo": "Norod78/CartoonStyle-flux-lora",
"weights": "CartoonStyle_flux_lora.safetensors",
"trigger_word": ""
},
#161
{
"image": "https://huggingface.co/prithivMLmods/Digital-Chaos-Flux-LoRA/resolve/main/images/HDRDC3.webp",
"title": "HDR Digital Chaos",
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"weights": "HDR-Digital-Chaos.safetensors",
"trigger_word": "Digital Chaos"
},
#162
{
"image": "https://huggingface.co/prithivMLmods/Yellow-Laser-Flux-LoRA/resolve/main/images/YL1.png",
"title": "Yellow Laser",
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"weights": "Yellow-Laser.safetensors",
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},
#163
{
"image": "https://huggingface.co/prithivMLmods/Bold-Shadows-Flux-LoRA/resolve/main/images/BS1.png",
"title": "Bold Shadows",
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"weights": "Bold-Shadows.safetensors",
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},
#164
{
"image": "https://huggingface.co/prithivMLmods/Knitted-Character-Flux-LoRA/resolve/main/images/KC1.png",
"title": "Knitted Character",
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},
#165
{
"image": "https://huggingface.co/alvdansen/frosting_lane_flux/resolve/main/images/content%20-%202024-08-11T010011.238.jpeg",
"title": "Frosting Lane",
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#166
{
"image": "https://huggingface.co/prithivMLmods/Flux-Realism-FineDetailed/resolve/main/images/FD2.png",
"title": "Fine Detailed Character",
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"trigger_word": "Fine Detailed"
},
#167
{
"image": "https://huggingface.co/prithivMLmods/Aura-9999/resolve/main/images/A3.png",
"title": "Aura 9999+",
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},
#168
{
"image": "https://huggingface.co/prithivMLmods/Pastel-BG-Flux-LoRA/resolve/main/images/PB2.png",
"title": "Pastel BG",
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},
#169
{
"image": "https://huggingface.co/prithivMLmods/Green-Cartoon-Flux-LoRA/resolve/main/images/GC1.png",
"title": "Green Cartoon",
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"trigger_word": "Green Cartoon"
},
#170
{
"image": "https://huggingface.co/prithivMLmods/Retro-Pixel-Flux-LoRA/resolve/main/images/RP1.png",
"title": "Retro Pixel",
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"trigger_word": "Retro Pixel"
},
#171
{
"image": "https://huggingface.co/prithivMLmods/Teen-Outfit/resolve/main/images/TO2.png",
"title": "Teen Outfit",
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"weights": "Teen-Outfit.safetensors",
"trigger_word": "Teen Outfit"
},
#172
{
"image": "https://huggingface.co/prithivMLmods/CAnime-LoRA/resolve/main/images/CA3.png",
"title": "CAnime",
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"weights": "CAnime.safetensors",
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},
#173
{
"image": "https://huggingface.co/prithivMLmods/Super-Pencil-Flux-LoRA/resolve/main/images/SP1.png",
"title": "Simple Pencil",
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"weights": "Pencil.safetensors",
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},
#174
{
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"title": "Retro futurism",
"repo": "martintomov/retrofuturism-flux",
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"trigger_word": "retrofuturism"
},
#175
{
"image": "https://huggingface.co/Bootoshi/retroanime/resolve/main/images/9f21dffe-c4da-46c0-b0a6-e06257cf98d6.webp",
"title": "Retro Anime",
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"weights": "RetroAnimeFluxV1.safetensors",
"trigger_word": "retro anime"
},
#176
{
"image": "https://huggingface.co/alvdansen/plushy-world-flux/resolve/main/images/ComfyUI_00666_%20(1).png",
"title": "Plushy world",
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"weights": "plushy_world_flux_araminta_k.safetensors",
"trigger_word": "3dcndylnd style"
},
#177
{
"image": "https://huggingface.co/renderartist/ROYGBIVFlux/resolve/main/images/ComfyUI_temp_qpxhm_00154_.png",
"title": "ROYGBIVFlux",
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"weights": "ROYGBIV_Flux_v1_renderartist.safetensors",
"trigger_word": "r0ygb1v, digital illustration, textured"
},
#178
{
"image": "https://huggingface.co/alvdansen/sonny-anime-flex/resolve/main/images/GLuFasaLyEoBaAUQMREVf_20b5cf5b178a404296978e360a9ac435.png",
"title": "sonny anime",
"repo": "alvdansen/sonny-anime-flex",
"weights": "araminta_k_sonnyanime_fluxd_flex.safetensors",
"trigger_word": "nm22 [style] style"
},
#179
{
"image": "https://huggingface.co/bingbangboom/flux_whimscape/resolve/main/images/2.png",
"title": "flux whimscape",
"repo": "bingbangboom/flux_whimscape",
"weights": "WHMSCPE001.safetensors",
"trigger_word": "illustration in the style of WHMSCPE001"
},
#180
{
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"title": "movie shots ic lora",
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"trigger_word": "MOVIE-SHOTS"
},
#181
{
"image": "https://huggingface.co/glif/LiDAR-Vision/resolve/main/images/f8f1995e-c583-425b-b73a-f3e873ce1005.png",
"title": "LiDAR",
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"weights": "Lidar.safetensors",
"trigger_word": "L1d4r"
},
#182
{
"image": "https://huggingface.co/prithivMLmods/Canopus-Flux-LoRA-Hoodies/resolve/main/images/XXX.png",
"title": "Hoodies",
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"weights": "Canopus-Flux-LoRA-Hoodies.safetensors",
"trigger_word": "Hoodie"
},
#183
{
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"title": "World of RDR",
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"weights": "eb79a593332f40458ea36fe0782f01a4_pytorch_lora_weights.safetensors",
"trigger_word": "in the style of RDRGM"
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#184
{
"image": "https://huggingface.co/Fihade/Retro-Collage-Art-Flux-Dev/resolve/main/images/005.jpeg",
"title": "Retro Collage Art",
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"weights": "flux_dev_ff_collage_artstyle.safetensors",
"trigger_word": "ff-collage"
},
#185
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Quote-LoRA/resolve/main/images/QQ2.png",
"title": "Quote",
"repo": "prithivMLmods/Flux.1-Dev-Quote-LoRA",
"weights": "quoter001.safetensors",
"trigger_word": "quoter"
},
#186
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Stamp-Art-LoRA/resolve/main/images/SS2.png",
"title": "Stamp",
"repo": "prithivMLmods/Flux.1-Dev-Stamp-Art-LoRA",
"weights": "stam9.safetensors",
"trigger_word": "stam9"
},
#187
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Hand-Sticky-LoRA/resolve/main/images/H3.png",
"title": "Hand Sticky",
"repo": "prithivMLmods/Flux.1-Dev-Hand-Sticky-LoRA",
"weights": "handstick69.safetensors",
"trigger_word": "handstick69"
},
#188
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Poster-HQ-LoRA/resolve/main/images/PP2.png",
"title": "Poster Foss",
"repo": "prithivMLmods/Flux.1-Dev-Poster-HQ-LoRA",
"weights": "poster-foss.safetensors",
"trigger_word": "poster foss"
},
#189
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Ctoon-LoRA/resolve/main/images/C3.png",
"title": "Ctoon",
"repo": "prithivMLmods/Flux.1-Dev-Ctoon-LoRA",
"weights": "ctoon.safetensors",
"trigger_word": "ctoon"
},
#190
{
"image": "https://huggingface.co/glif-loradex-trainer/_wezz_flux_dev_4li3nfur/resolve/main/samples/1726702721424__000003000_3.jpg",
"title": "4li3nfur",
"repo": "glif-loradex-trainer/_wezz_flux_dev_4li3nfur",
"weights": "flux_dev_4li3nfur.safetensors",
"trigger_word": "4li3nfur"
},
#191
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Indo-Realism-LoRA/resolve/main/images/333.png",
"title": "Indo Realism",
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"weights": "indo-realism.safetensors",
"trigger_word": "indo-realism"
},
#192
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Sketch-Card-LoRA/resolve/main/images/SC2.png",
"title": "Sketch Card",
"repo": "prithivMLmods/Flux.1-Dev-Sketch-Card-LoRA",
"weights": "sketchcard.safetensors",
"trigger_word": "sketch card"
},
#193
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Movie-Boards-LoRA/resolve/main/images/MB1.png",
"title": "Movie Board",
"repo": "prithivMLmods/Flux.1-Dev-Movie-Boards-LoRA",
"weights": "movieboard.safetensors",
"trigger_word": "movieboard"
},
#194
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Pov-DoorEye-LoRA/resolve/main/images/L4.png",
"title": "Door Eye View",
"repo": "prithivMLmods/Flux.1-Dev-Pov-DoorEye-LoRA",
"weights": "look-in-2.safetensors",
"trigger_word": "look in 2"
},
#195
{
"image": "https://huggingface.co/alvdansen/enna-sketch-style/resolve/main/images/out-0%20(23).webp",
"title": "Enna Sketch",
"repo": "alvdansen/enna-sketch-style",
"weights": "enna_sketch_style_araminta_k.safetensors",
"trigger_word": "sketch illustration style"
},
#196
{
"image": "https://huggingface.co/jbilcke-hf/flux-dev-panorama-lora-2/resolve/main/samples/HDRI%20panoramic%20view%20of%20TOK%2C%20visiting%20an%20amusement%20park%20about%20harry%20potter.webp",
"title": "Panorama",
"repo": "jbilcke-hf/flux-dev-panorama-lora-2",
"weights": "flux_train_replicate.safetensors",
"trigger_word": "HDRI panoramic view of TOK"
},
#197
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Micro-landscape-on-Mobile-Phone/resolve/main/images/a29b8763a8f733dea09c1ab07a42263ef6e304cb81be3f5c97fbf8f6.jpg",
"title": "Micro Landscape",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Micro-landscape-on-Mobile-Phone",
"weights": "FLUX-dev-lora-micro-landscape.safetensors",
"trigger_word": "miniature stereoscopic scene"
},
#198
{
"image": "https://huggingface.co/glif-loradex-trainer/goldenark__Ancient_Greece_Watercolor_Sketch_Style/resolve/main/samples/1727152322975__000002000_0.jpg",
"title": "Ancient Greece Watercolor",
"repo": "glif-loradex-trainer/goldenark__Ancient_Greece_Watercolor_Sketch_Style",
"weights": "Ancient_Greece_Watercolor_Sketch_Style.safetensors",
"trigger_word": "AncientWaterColorStyle"
},
#199
{
"image": "https://huggingface.co/glif-loradex-trainer/i12bp8_appelsiensam_mii_v1/resolve/main/samples/1731918886531__000003000_0.jpg",
"title": "M11 PPLSNSM",
"repo": "glif-loradex-trainer/i12bp8_appelsiensam_mii_v1",
"weights": "appelsiensam_mii_v1.safetensors",
"trigger_word": "M11_PPLSNSM"
},
#200
{
"image": "https://huggingface.co/glif-loradex-trainer/an303042_RisographPrint_v1/resolve/main/samples/1731852835625__000003000_5.jpg",
"title": "RisographPrint",
"repo": "glif-loradex-trainer/an303042_RisographPrint_v1",
"weights": "RisographPrint_v1.safetensors",
"trigger_word": "rsgrf , risograph"
},
#201
{
"image": "https://huggingface.co/gokaygokay/Flux-White-Background-LoRA/resolve/main/images/example_mtojzmerf.png",
"title": "White Background",
"repo": "gokaygokay/Flux-White-Background-LoRA",
"weights": "80cfbf52faf541d49c6abfe1ac571112_lora.safetensors",
"trigger_word": "in the middle ,white background"
},
#202
{
"image": "https://huggingface.co/glif/Gesture-Draw/resolve/main/images/cf8697fb-d6b4-4684-8a1d-82beb9d266ed.jpg",
"title": "Gesture Draw",
"repo": "glif/Gesture-Draw",
"weights": "Gesture_Draw_v1.safetensors",
"trigger_word": "gstdrw style"
},
#203
{
"image": "https://huggingface.co/MuninStudio/FLUX.1-dev-LoRA-Hard-Flash/resolve/main/images/02.jpg",
"title": "Hard Flash",
"repo": "MuninStudio/FLUX.1-dev-LoRA-Hard-Flash",
"weights": "HRDFLS.safetensors",
"trigger_word": "HRDFLS"
},
#204
{
"image": "https://huggingface.co/dvyio/flux-lora-the-sims/resolve/main/images/dunBAVBsALOepaE_dsWFI_6b0fef6b0fc4472aa07d00edea7c75b3.jpg",
"title": "SIMS",
"repo": "dvyio/flux-lora-the-sims",
"weights": "011ed14848b3408c8d70d3ecfa14f122_lora.safetensors",
"trigger_word": "video game screenshot in the style of THSMS"
},
#205
{
"image": "https://huggingface.co/UmeAiRT/FLUX.1-dev-LoRA-Ume_Sky/resolve/main/images/flux_00171_.png",
"title": "Umesky",
"repo": "UmeAiRT/FLUX.1-dev-LoRA-Ume_Sky",
"weights": "ume_sky_v2.safetensors",
"trigger_word": "umesky"
}
#add new
]
#--------------------------------------------------Model Initialization-----------------------------------------------------------------------------------------#
dtype = torch.bfloat16
device = "cuda" if torch.cuda.is_available() else "cpu"
base_model = "black-forest-labs/FLUX.1-dev"
#TAEF1 is very tiny autoencoder which uses the same "latent API" as FLUX.1's VAE. FLUX.1 is useful for real-time previewing of the FLUX.1 generation process.#
taef1 = AutoencoderTiny.from_pretrained("madebyollin/taef1", torch_dtype=dtype).to(device)
good_vae = AutoencoderKL.from_pretrained(base_model, subfolder="vae", torch_dtype=dtype).to(device)
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=dtype, vae=taef1).to(device)
pipe_i2i = AutoPipelineForImage2Image.from_pretrained(base_model,
vae=good_vae,
transformer=pipe.transformer,
text_encoder=pipe.text_encoder,
tokenizer=pipe.tokenizer,
text_encoder_2=pipe.text_encoder_2,
tokenizer_2=pipe.tokenizer_2,
torch_dtype=dtype
)
MAX_SEED = 2**32-1
pipe.flux_pipe_call_that_returns_an_iterable_of_images = flux_pipe_call_that_returns_an_iterable_of_images.__get__(pipe)
class calculateDuration:
def __init__(self, activity_name=""):
self.activity_name = activity_name
def __enter__(self):
self.start_time = time.time()
return self
def __exit__(self, exc_type, exc_value, traceback):
self.end_time = time.time()
self.elapsed_time = self.end_time - self.start_time
if self.activity_name:
print(f"Elapsed time for {self.activity_name}: {self.elapsed_time:.6f} seconds")
else:
print(f"Elapsed time: {self.elapsed_time:.6f} seconds")
def update_selection(evt: gr.SelectData, width, height):
selected_lora = loras[evt.index]
new_placeholder = f"Type a prompt for {selected_lora['title']}"
lora_repo = selected_lora["repo"]
updated_text = f"### Selected: [{lora_repo}](https://huggingface.co/{lora_repo}) ✅"
if "aspect" in selected_lora:
if selected_lora["aspect"] == "portrait":
width = 768
height = 1024
elif selected_lora["aspect"] == "landscape":
width = 1024
height = 768
else:
width = 1024
height = 1024
return (
updated_text,
evt.index,
width,
height,
)
@spaces.GPU(duration=100)
def generate_image(prompt_mash, steps, seed, cfg_scale, width, height, lora_scale, progress):
pipe.to("cuda")
generator = torch.Generator(device="cuda").manual_seed(seed)
with calculateDuration("Generating image"):
# Generate image
for img in pipe.flux_pipe_call_that_returns_an_iterable_of_images(
prompt=prompt_mash,
num_inference_steps=steps,
guidance_scale=cfg_scale,
width=width,
height=height,
generator=generator,
joint_attention_kwargs={"scale": lora_scale},
output_type="pil",
good_vae=good_vae,
):
yield img
def generate_image_to_image(prompt_mash, image_input_path, image_strength, steps, cfg_scale, width, height, lora_scale, seed):
generator = torch.Generator(device="cuda").manual_seed(seed)
pipe_i2i.to("cuda")
image_input = load_image(image_input_path)
final_image = pipe_i2i(
prompt=prompt_mash,
image=image_input,
strength=image_strength,
num_inference_steps=steps,
guidance_scale=cfg_scale,
width=width,
height=height,
generator=generator,
joint_attention_kwargs={"scale": lora_scale},
output_type="pil",
).images[0]
return final_image
@spaces.GPU(duration=100)
def run_lora(image_input, image_strength, cfg_scale, steps, selected_index, randomize_seed, seed, width, height, lora_scale, prompt = "", progress=gr.Progress(track_tqdm=True)):
if selected_index is None:
raise gr.Error("You must select a LoRA before proceeding.🧨")
selected_lora = loras[selected_index]
lora_path = selected_lora["repo"]
trigger_word = selected_lora["trigger_word"]
if(trigger_word):
if "trigger_position" in selected_lora:
if selected_lora["trigger_position"] == "prepend":
prompt_mash = f"{trigger_word} {prompt}"
else:
prompt_mash = f"{prompt} {trigger_word}"
else:
prompt_mash = f"{trigger_word} {prompt}"
else:
prompt_mash = prompt
with calculateDuration("Unloading LoRA"):
pipe.unload_lora_weights()
pipe_i2i.unload_lora_weights()
#LoRA weights flow
with calculateDuration(f"Loading LoRA weights for {selected_lora['title']}"):
pipe_to_use = pipe_i2i if image_input is not None else pipe
weight_name = selected_lora.get("weights", None)
pipe_to_use.load_lora_weights(
lora_path,
weight_name=weight_name,
low_cpu_mem_usage=True
)
with calculateDuration("Randomizing seed"):
if randomize_seed:
seed = random.randint(0, MAX_SEED)
if(image_input is not None):
final_image = generate_image_to_image(prompt_mash, image_input, image_strength, steps, cfg_scale, width, height, lora_scale, seed)
yield final_image, seed, gr.update(visible=False)
else:
image_generator = generate_image(prompt_mash, steps, seed, cfg_scale, width, height, lora_scale, progress)
final_image = None
step_counter = 0
for image in image_generator:
step_counter+=1
final_image = image
progress_bar = f'<div class="progress-container"><div class="progress-bar" style="--current: {step_counter}; --total: {steps};"></div></div>'
yield image, seed, gr.update(value=progress_bar, visible=True)
yield final_image, seed, gr.update(value=progress_bar, visible=False)
def get_huggingface_safetensors(link):
split_link = link.split("/")
if(len(split_link) == 2):
model_card = ModelCard.load(link)
base_model = model_card.data.get("base_model")
print(base_model)
#Allows Both
if((base_model != "black-forest-labs/FLUX.1-dev") and (base_model != "black-forest-labs/FLUX.1-schnell")):
raise Exception("Flux LoRA Not Found!")
# Only allow "black-forest-labs/FLUX.1-dev"
#if base_model != "black-forest-labs/FLUX.1-dev":
#raise Exception("Only FLUX.1-dev is supported, other LoRA models are not allowed!")
image_path = model_card.data.get("widget", [{}])[0].get("output", {}).get("url", None)
trigger_word = model_card.data.get("instance_prompt", "")
image_url = f"https://huggingface.co/{link}/resolve/main/{image_path}" if image_path else None
fs = HfFileSystem()
try:
list_of_files = fs.ls(link, detail=False)
for file in list_of_files:
if(file.endswith(".safetensors")):
safetensors_name = file.split("/")[-1]
if (not image_url and file.lower().endswith((".jpg", ".jpeg", ".png", ".webp"))):
image_elements = file.split("/")
image_url = f"https://huggingface.co/{link}/resolve/main/{image_elements[-1]}"
except Exception as e:
print(e)
gr.Warning(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
raise Exception(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
return split_link[1], link, safetensors_name, trigger_word, image_url
def check_custom_model(link):
if(link.startswith("https://")):
if(link.startswith("https://huggingface.co") or link.startswith("https://www.huggingface.co")):
link_split = link.split("huggingface.co/")
return get_huggingface_safetensors(link_split[1])
else:
return get_huggingface_safetensors(link)
def add_custom_lora(custom_lora):
global loras
if(custom_lora):
try:
title, repo, path, trigger_word, image = check_custom_model(custom_lora)
print(f"Loaded custom LoRA: {repo}")
card = f'''
<div class="custom_lora_card">
<span>Loaded custom LoRA:</span>
<div class="card_internal">
<img src="{image}" />
<div>
<h3>{title}</h3>
<small>{"Using: <code><b>"+trigger_word+"</code></b> as the trigger word" if trigger_word else "No trigger word found. If there's a trigger word, include it in your prompt"}<br></small>
</div>
</div>
</div>
'''
existing_item_index = next((index for (index, item) in enumerate(loras) if item['repo'] == repo), None)
if(not existing_item_index):
new_item = {
"image": image,
"title": title,
"repo": repo,
"weights": path,
"trigger_word": trigger_word
}
print(new_item)
existing_item_index = len(loras)
loras.append(new_item)
return gr.update(visible=True, value=card), gr.update(visible=True), gr.Gallery(selected_index=None), f"Custom: {path}", existing_item_index, trigger_word
except Exception as e:
gr.Warning(f"Invalid LoRA: either you entered an invalid link, or a non-FLUX LoRA")
return gr.update(visible=True, value=f"Invalid LoRA: either you entered an invalid link, a non-FLUX LoRA"), gr.update(visible=False), gr.update(), "", None, ""
else:
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
def remove_custom_lora():
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
run_lora.zerogpu = True
with gr.Blocks(theme="prithivMLmods/Minecraft-Theme") as app:
title = gr.HTML(
"""<h1>Arcane🥳</h1>""",
elem_id="title",
)
selected_index = gr.State(None)
with gr.Row():
with gr.Column(scale=3):
generate_button = gr.Button("Generate", variant="primary", elem_id="gen_btn")
with gr.Row():
with gr.Column():
selected_info = gr.Markdown("")
input_image = gr.Image(label="Input image", type="filepath")
gallery = gr.Gallery(
[(item["image"], item["title"]) for item in loras],
label="LoRA DLC's",
allow_preview=False,
columns=3,
elem_id="gallery",
show_share_button=False
)
with gr.Column():
progress_bar = gr.Markdown(elem_id="progress",visible=False)
result = gr.Image(label="Generated Image")
with gr.Row():
with gr.Accordion("Advanced Settings", open=False):
with gr.Row():
image_strength = gr.Slider(label="Denoise Strength", info="Lower means more image influence", minimum=0.1, maximum=1.0, step=0.01, value=0.75)
with gr.Column():
with gr.Row():
cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, step=0.5, value=3.5)
steps = gr.Slider(label="Steps", minimum=1, maximum=50, step=1, value=28)
with gr.Row():
width = gr.Slider(label="Width", minimum=256, maximum=1536, step=64, value=1024)
height = gr.Slider(label="Height", minimum=256, maximum=1536, step=64, value=1024)
with gr.Row():
randomize_seed = gr.Checkbox(True, label="Randomize seed")
seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True)
lora_scale = gr.Slider(label="LoRA Scale", minimum=0, maximum=3, step=0.01, value=0.95)
gallery.select(
update_selection,
inputs=[width, height],
outputs=[selected_info, selected_index, width, height]
)
gr.on(
triggers=[generate_button.click],
fn=run_lora,
inputs=[input_image, image_strength, cfg_scale, steps, selected_index, randomize_seed, seed, width, height, lora_scale],
outputs=[result, seed, progress_bar]
)
app.queue()
app.launch() |