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app.py
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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
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)
from diffusers.utils import load_image
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 Portrait
{
"image": "https://huggingface.co/strangerzonehf/Flux-Super-Portrait-LoRA/resolve/main/images/3.png",
"title": "Super Portraits",
"repo": "strangerzonehf/Flux-Super-Portrait-LoRA",
"weights": "Super-Portrait.safetensors",
"trigger_word": "Super Portrait"
},
#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"
},
#3DXL P@1
{
"image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-0001/resolve/main/images/4.png",
"title": "3DXLP1",
"repo": "strangerzonehf/Flux-3DXL-Partfile-0001",
"weights": "3DXLP1.safetensors",
"trigger_word": "3DXLP1"
},
#Mixer2.0
{
"image": "https://huggingface.co/strangerzonehf/Flux-Midjourney-Mix2-LoRA/resolve/main/images/3.png",
"title": "Midjourney Mix 2",
"repo": "strangerzonehf/Flux-Midjourney-Mix2-LoRA",
"weights": "mjV6.safetensors",
"trigger_word": "MJ v6"
},
{
"image": "https://huggingface.co/prithivMLmods/Flux-Long-Toon-LoRA/resolve/main/images/LT5.png",
"title": "Long Toons",
"repo": "prithivMLmods/Flux-Long-Toon-LoRA",
"weights": "Long-Toon.safetensors",
"trigger_word": "Long toons"
},
{
"image": "https://huggingface.co/strangerzonehf/Flux-Isometric-3D-Cinematography/resolve/main/images/IS1.png",
"title": "Isometric 3D Cinematography",
"repo": "strangerzonehf/Flux-Isometric-3D-Cinematography",
"weights": "Isometric-3D-Cinematography.safetensors",
"trigger_word": "Isometric 3D Cinematography"
},
{
"image": "https://huggingface.co/strangerzonehf/Flux-Cute-3D-Kawaii-LoRA/resolve/main/images/CK3.png",
"title": "Cute 3D Kawaii",
"repo": "strangerzonehf/Flux-Cute-3D-Kawaii-LoRA",
"weights": "Cute-3d-Kawaii.safetensors",
"trigger_word": "Cute 3d Kawaii"
},
{
"image": "https://huggingface.co/strangerzonehf/Flux-Isometric-3D-LoRA/resolve/main/images/ID2.png",
"title": "Isometric 3D",
"repo": "strangerzonehf/Flux-Isometric-3D-LoRA",
"weights": "Isometric-3D.safetensors",
"trigger_word": "Isometric 3D"
},
{
"image": "https://huggingface.co/prithivMLmods/Flux-Toonic-2.5D-LoRA/resolve/main/images/T2.png",
"title": "Toon 2.5D",
"repo": "prithivMLmods/Flux-Toonic-2.5D-LoRA",
"weights": "toonic2.5D.safetensors",
"trigger_word": "toonic 2.5D"
},
{
"image": "https://huggingface.co/strangerzonehf/Flux-YWL-Realism-LoRA/resolve/main/images/R3.png",
"title": "YWL Realism",
"repo": "strangerzonehf/Flux-YWL-Realism-LoRA",
"weights": "ywl-realism.safetensors",
"trigger_word": "ylw realism"
},
#chill-guy
{
"image": "https://huggingface.co/prithivMLmods/Flux-Chill-Guy-Zone/resolve/main/images/8.png",
"title": "Chill Guy",
"repo": "prithivMLmods/Flux-Chill-Guy-Zone",
"weights": "chill-guy.safetensors",
"trigger_word": "chill guy"
},
{
"image": "https://huggingface.co/p1atdev/flux.1-schnell-pvc-style-lora/resolve/main/images/flux_lora_00221_.png",
"title": "Anime PVC Style",
"repo": "p1atdev/flux.1-schnell-pvc-style-lora",
"weights": "pvc-shnell-7250+7500.safetensors",
"trigger_word": "pvc figure, nendoroid, figma"
},
{
"image": "https://huggingface.co/strangerzonehf/Flux-C4C-Design-LoRA/resolve/main/images/4.png",
"title": "Smiley C4C",
"repo": "strangerzonehf/Flux-C4C-Design-LoRA",
"weights": "Smiley-C4C.safetensors",
"trigger_word": "Smiley C4C"
},
#-----------------------------------------------------------------------------------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/strangerzonehf/Flux-NTFv4-Designs-LoRA/resolve/main/images/6.png",
"title": "NFT V4",
"repo": "strangerzonehf/Flux-NTFv4-Designs-LoRA",
"weights": "NFTv4.safetensors",
"trigger_word": "NFT V4"
},
#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"
},
#77
{
"image": "https://huggingface.co/glif/Brain-Melt-Acid-Art/resolve/main/images/IMG_0832.png",
"title": "Melt Acid",
"repo": "glif/Brain-Melt-Acid-Art",
"weights": "Brain_Melt.safetensors",
"trigger_word": "in an acid surrealism style, maximalism"
},
#78
{
"image": "https://huggingface.co/jeremytai/enso-zen/resolve/main/images/example_a0iwdj5lu.png",
"title": "Enso",
"repo": "jeremytai/enso-zen",
"weights": "enso-zen.safetensors",
"trigger_word": "enso"
},
#79
{
"image": "https://huggingface.co/veryVANYA/opus-ascii-flux/resolve/main/31654332.jpeg",
"title": "Opus Ascii",
"repo": "veryVANYA/opus-ascii-flux",
"weights": "flux_opus_ascii.safetensors",
"trigger_word": "opus_ascii"
},
#80
{
"image": "https://huggingface.co/crystantine/cybrpnkz/resolve/main/images/example_plyxk0lej.png",
"title": "Cybrpnkz",
"repo": "crystantine/cybrpnkz",
"weights": "cybrpnkz.safetensors",
"trigger_word": "architecture style of CYBRPNKZ"
},
#81
{
"image": "https://huggingface.co/fyp1/pattern_generation/resolve/main/images/1727560066052__000001000_7.jpg",
"title": "Pattern Generation",
"repo": "fyp1/pattern_generation",
"weights": "flux_dev_finetune.safetensors",
"trigger_word": "pattern"
},
#82
{
"image": "https://huggingface.co/TheAwakenOne/caricature/resolve/main/sample/caricature_000900_03_20241007143412.png",
"title": "Caricature",
"repo": "TheAwakenOne/caricature",
"weights": "caricature.safetensors",
"trigger_word": "CCTUR3"
},
#83
{
"image": "https://huggingface.co/strangerzonehf/Flux-3DXL-Partfile-C0001/resolve/main/images/C3.png",
"title": "3DXLC1",
"repo": "strangerzonehf/Flux-3DXL-Partfile-C0001",
"weights": "3DXLC1.safetensors",
"trigger_word": "3DXLC1"
},
#84
{
"image": "https://huggingface.co/Purz/neon-sign/resolve/main/33944768.jpeg",
"title": "Neon",
"repo": "Purz/neon-sign",
"weights": "purz-n30n_51gn.safetensors",
"trigger_word": "n30n_51gn"
},
#85
{
"image": "https://huggingface.co/WizWhite/wizard-s-vintage-sardine-tins/resolve/main/27597694.jpeg",
"title": "Vintage Sardine Tins",
"repo": "WizWhite/wizard-s-vintage-sardine-tins",
"weights": "Wiz-SardineTins_Flux.safetensors",
"trigger_word": "Vintage Sardine Tin, Tinned Fish, vintage xyz tin"
},
#86
{
"image": "https://huggingface.co/TheAwakenOne/mtdp-balloon-character/resolve/main/sample/mtdp-balloon-character_000200_01_20241014221110.png",
"title": "Float Ballon Character",
"repo": "TheAwakenOne/mtdp-balloon-character",
"weights": "mtdp-balloon-character.safetensors",
"trigger_word": "FLOAT"
},
#87
{
"image": "https://huggingface.co/glif/golden-haggadah/resolve/main/images/6aca6403-ecd6-4216-a66a-490ae25ff1b2.jpg",
"title": "Golden Haggadah",
"repo": "glif/golden-haggadah",
"weights": "golden_haggadah.safetensors",
"trigger_word": "golden haggadah style"
},
#88
{
"image": "https://huggingface.co/glif-loradex-trainer/usernametaken420__oz_ftw_balaclava/resolve/main/samples/1729278631255__000001500_1.jpg",
"title": "Ftw Balaclava",