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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)
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"
},
#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/davidrd123/Flux-MoonLanding76-Replicate/resolve/main/images/example_6adktoq5m.png",
"title": "MoonLanding 76",
"repo": "davidrd123/Flux-MoonLanding76-Replicate",
"weights": "lora.safetensors",
"trigger_word": "m00nl4nd1ng"
},
#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",
"repo": "glif-loradex-trainer/usernametaken420__oz_ftw_balaclava",
"weights": "oz_ftw_balaclava.safetensors",
"trigger_word": "ftw balaclava"
},
#89
{
"image": "https://huggingface.co/AlloReview/flux-lora-undraw/resolve/main/images/Flux%20Lora%20Undraw%20Prediction.webp",
"title": "Undraw",
"repo": "AlloReview/flux-lora-undraw",
"weights": "lora.safetensors",
"trigger_word": "in the style of UndrawPurple"
},
#90
{
"image": "https://huggingface.co/Disra/lora-anime-test-02/resolve/main/assets/image_0_0.png",
"title": "Anime Test",
"repo": "Disra/lora-anime-test-02",
"weights": "pytorch_lora_weights.safetensors",
"trigger_word": "anime"
},
#91
{
"image": "https://huggingface.co/wanghaofan/Black-Myth-Wukong-FLUX-LoRA/resolve/main/images/7d0ac495a4d5e4a3a30df25f08379a3f956ef99e1dc3e252fc1fca3a.jpg",
"title": "Black Myth Wukong",
"repo": "wanghaofan/Black-Myth-Wukong-FLUX-LoRA",
"weights": "pytorch_lora_weights.safetensors",
"trigger_word": "wukong"
},
#92
{
"image": "https://huggingface.co/nerijs/pastelcomic-flux/resolve/main/images/4uZ_vaYg-HQnfa5D9gfli_38bf3f95d8b345e5a9bd42d978a15267.png",
"title": "Pastelcomic",
"repo": "nerijs/pastelcomic-flux",
"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",
"repo": "RareConcepts/Flux.1-dev-LoKr-Moonman",
"weights": "pytorch_lora_weights.safetensors",
"trigger_word": "moonman"
},
#94
{
"image": "https://huggingface.co/martintomov/ascii-flux-v1/resolve/main/images/0af53645-ddcc-4803-93c8-f7e43f6fbbd1.jpeg",
"title": "Ascii Flux",
"repo": "martintomov/ascii-flux-v1",
"weights": "ascii-art-v1.safetensors",
"trigger_word": "ASCII art"
},
#95
{
"image": "https://huggingface.co/Omarito2412/Stars-Galaxy-Flux/resolve/main/images/25128409.jpeg",
"title": "Ascii Flux",
"repo": "Omarito2412/Stars-Galaxy-Flux",
"weights": "Stars_Galaxy_Flux.safetensors",
"trigger_word": "mlkwglx"
},
#96
{
"image": "https://huggingface.co/brushpenbob/flux-pencil-v2/resolve/main/26193927.jpeg",
"title": "Pencil V2",
"repo": "brushpenbob/flux-pencil-v2",
"weights": "Flux_Pencil_v2_r1.safetensors",
"trigger_word": "evang style"
},
#97
{
"image": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-Children-Simple-Sketch/resolve/main/images/1f20519208cef367af2fda8d91ddbba674f39b097389d12ee25b4cb1.jpg",
"title": "Children Simple Sketch",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-Children-Simple-Sketch",
"weights": "FLUX-dev-lora-children-simple-sketch.safetensors",
"trigger_word": "sketched style"
},
#98
{
"image": "https://huggingface.co/victor/contemporarink/resolve/main/images/example_hnqc22urm.png",
"title": "Contemporarink",
"repo": "victor/contemporarink",
"weights": "inky-colors.safetensors",
"trigger_word": "ECACX"
},
#99
{
"image": "https://huggingface.co/wavymulder/OverlordStyleFLUX/resolve/main/imgs/ComfyUI_00668_.png",
"title": "OverlordStyle",
"repo": "wavymulder/OverlordStyleFLUX",
"weights": "ovld_style_overlord_wavymulder.safetensors",
"trigger_word": "ovld style anime"
},
#100
{
"image": "https://huggingface.co/marceloxp/canny-quest/resolve/main/26676266.jpeg",
"title": "Canny quest",
"repo": "marceloxp/canny-quest",
"weights": "Canny_Quest-000004.safetensors",
"trigger_word": "blonde, silver silk dress, perfectly round sunglasses, pearl necklace"
},
#101
{
"image": "https://huggingface.co/busetolunay/building_flux_lora_v1/resolve/main/samples/1725469125185__000001250_2.jpg",
"title": "Building Flux",
"repo": "busetolunay/building_flux_lora_v1",
"weights": "building_flux_lora_v4.safetensors",
"trigger_word": "a0ce"
},
#102
{
"image": "https://huggingface.co/Omarito2412/Tinker-Bell-Flux/resolve/main/images/9e9e7eda-3ddf-467a-a7f8-6d8e3ef80cd0.png",
"title": "Tinker Bell Flux",
"repo": "Omarito2412/Tinker-Bell-Flux",
"weights": "TinkerBellV2-FLUX.safetensors",
"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",
"repo": "Shakker-Labs/FLUX.1-dev-LoRA-playful-metropolis",
"weights": "FLUX-dev-lora-playful_metropolis.safetensors",
"trigger_word": ""
},
#104
{
"image": "https://huggingface.co/prithivMLmods/Castor-Character-Polygon-LoRA/resolve/main/images/1000.webp",
"title": "Character Polygon",
"repo": "prithivMLmods/Castor-Character-Polygon-Flux-LoRA",
"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",
"repo": "prithivMLmods/Castor-Gta6-Theme-Flux-LoRA",
"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",
"repo": "prithivMLmods/Castor-Flux-Concept-Gta6-Character-Design",
"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",
"repo": "prithivMLmods/Castor-3D-Sketchfab-Flux-LoRA",
"weights": "Castor-3D-Sketchfab-Flux-LoRA.safetensors",
"trigger_word": "3D Sketchfab"
},
#108
{
"image": "https://huggingface.co/prithivMLmods/Castor-Collage-Dim-Flux-LoRA/resolve/main/images/C1.webp",
"title": "In Image Collage",
"repo": "prithivMLmods/Castor-Collage-Dim-Flux-LoRA",
"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",
"repo": "WizWhite/wizard-s-paper-model-universe",
"weights": "Wiz-Paper_Model_Universe.safetensors",
"trigger_word": "A paper model"
},
#113
{
"image": "https://huggingface.co/renderartist/retrocomicflux/resolve/main/images/ComfyUI_temp_ipugi_00040_.png",
"title": "Retrocomic Flux",
"repo": "renderartist/retrocomicflux",
"weights": "Retro_Comic_Flux_v1_renderartist.safetensors",
"trigger_word": "comic book panel"
},
#114
{
"image": "https://huggingface.co/prithivMLmods/Castor-Happy-Halloween-Flux-LoRA/resolve/main/images/hw1.webp",
"title": "Halloween Flux",
"repo": "prithivMLmods/Castor-Happy-Halloween-Flux-LoRA",
"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",
"repo": "prithivMLmods/Castor-3D-Portrait-Flux-LoRA",
"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",
"repo": "renderartist/coloringbookflux",
"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",
"repo": "prithivMLmods/Uncoloured-Polygon-Flux-LoRA",
"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",
"repo": "prithivMLmods/Past-Present-Deep-Mix-Flux-LoRA",
"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",
"repo": "prithivMLmods/Ton618-Epic-Realism-Flux-LoRA",
"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
{
"image": "https://huggingface.co/sWizad/pokemon-trainer-sprites-pixelart-flux/resolve/main/26578919.jpeg",
"title": "Pixelart",
"repo": "sWizad/pokemon-trainer-sprites-pixelart-flux",
"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",
"repo": "prithivMLmods/Canopus-Pixar-3D-Flux-LoRA",
"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",
"repo": "prithivMLmods/Seamless-Pattern-Design-Flux-LoRA",
"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",
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#141
{
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"title": "Digital Yellow",
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#142
{
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#143
{
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#144
{
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#145
{
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#146
{
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#147
{
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#148
{
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#149
{
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#150
{
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#151
{
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#152
{
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#153
{
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#154
{
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"title": "Yellow Pop Flux",
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#155
{
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"title": "Purple Grid Flux",
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},
#156
{
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"title": "Dark Thing Flux",
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#157
{
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},
#158
{
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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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},
#160
{
"image": "https://huggingface.co/Norod78/CartoonStyle-flux-lora/resolve/main/samples/1725344450635__000003800_1.jpg",
"title": "Cartoon Style Flux",
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"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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},
#162
{
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"title": "Yellow Laser",
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},
#163
{
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"title": "Bold Shadows",
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},
#164
{
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"title": "Knitted Character",
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},
#165
{
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#166
{
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"title": "Fine Detailed Character",
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},
#167
{
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#168
{
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"title": "Pastel BG",
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},
#169
{
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},
#170
{
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"title": "Retro Pixel",
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},
#171
{
"image": "https://huggingface.co/prithivMLmods/Teen-Outfit/resolve/main/images/TO2.png",
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},
#172
{
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"title": "CAnime",
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},
#173
{
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"title": "Simple Pencil",
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"weights": "Pencil.safetensors",
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#174
{
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#175
{
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},
#176
{
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"title": "Plushy world",
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"trigger_word": "3dcndylnd style"
},
#177
{
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"title": "ROYGBIVFlux",
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"trigger_word": "r0ygb1v, digital illustration, textured"
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#178
{
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"title": "sonny anime",
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"trigger_word": "nm22 [style] style"
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#179
{
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#180
{
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#181
{
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#182
{
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"title": "Hoodies",
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"trigger_word": "Hoodie"
},
#183
{
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"title": "World of RDR",
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"trigger_word": "in the style of RDRGM"
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#184
{
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"title": "Retro Collage Art",
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"trigger_word": "ff-collage"
},
#185
{
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"title": "Quote",
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"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",
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"trigger_word": "stam9"
},
#187
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Hand-Sticky-LoRA/resolve/main/images/H3.png",
"title": "Hand Sticky",
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"weights": "handstick69.safetensors",
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},
#188
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Poster-HQ-LoRA/resolve/main/images/PP2.png",
"title": "Poster Foss",
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"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",
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},
#190
{
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"trigger_word": "4li3nfur"
},
#191
{
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"title": "Indo Realism",
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"weights": "indo-realism.safetensors",
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},
#192
{
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"title": "Sketch Card",
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"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",
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"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",
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"weights": "look-in-2.safetensors",
"trigger_word": "look in 2"
},
#195
{
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"title": "Enna Sketch",
"repo": "alvdansen/enna-sketch-style",
"weights": "enna_sketch_style_araminta_k.safetensors",
"trigger_word": "sketch illustration style"
},
#196
{
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"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",
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"weights": "FLUX-dev-lora-micro-landscape.safetensors",
"trigger_word": "miniature stereoscopic scene"
},
#198
{
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"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
{
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"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
{
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"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"
},
#206
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Realtime-Toon-Mix/resolve/main/images/T1.png",
"title": "Realtime Toon Mix",
"repo": "prithivMLmods/Flux.1-Dev-Realtime-Toon-Mix",
"weights": "toon-mix.safetensors",
"trigger_word": "toon mix"
},
#207
{
"image": "https://huggingface.co/oshtz/flux-pointcrayonstyle/resolve/main/images/pointcrayonstyle%20illustration%2C%20at%20a%20lighthouse%2C%20the%20ambiance%20is%20exotic%20and%20mysterious.png",
"title": "Pointcrayonstyle",
"repo": "oshtz/flux-pointcrayonstyle",
"weights": "flux-pointcrayonstyle.safetensors",
"trigger_word": "pointcrayonstyle"
},
#208
{
"image": "https://huggingface.co/Purz/vhs-box/resolve/main/33727059.jpeg",
"title": "VSH Box",
"repo": "Purz/vhs-box",
"weights": "purz-vhs_box.safetensors",
"trigger_word": "vhs_box"
},
#209
{
"image": "https://huggingface.co/nerijs/flux_prettyshot_v1/resolve/main/images/image_5.png",
"title": "Prettyshot",
"repo": "nerijs/flux_prettyshot_v1",
"weights": "flux_prettyshot_v1.safetensors",
"trigger_word": "pr3ttysh0t"
},
#210
{
"image": "https://huggingface.co/glif-loradex-trainer/insectagon_pipo_hippo1/resolve/main/samples/1729839793051__000001500_1.jpg",
"title": "Insectagon pipo",
"repo": "glif-loradex-trainer/insectagon_pipo_hippo1",
"weights": "pipo_hippo1.safetensors",
"trigger_word": "pipo_meme"
},
#----------------------------------------------------------Phase2-----------------------------------------------------------------------#
#211
{
"image": "https://huggingface.co/prithivMLmods/Flux-Polaroid-Plus/resolve/main/images/P1.png",
"title": "Polaroid Plus",
"repo": "prithivMLmods/Flux-Polaroid-Plus",
"weights": "polaroid-plus.safetensors",
"trigger_word": "Polaroid Collage"
},
#212
{
"image": "https://huggingface.co/prithivMLmods/Flux-Product-Ad-Backdrop/resolve/main/images/PA1.png",
"title": "Product Ad",
"repo": "prithivMLmods/Flux-Product-Ad-Backdrop",
"weights": "Prod-Ad.safetensors",
"trigger_word": "Product Ad"
},
#213
{
"image": "https://huggingface.co/prithivMLmods/Flux-Art-Nightmare-99/resolve/main/images/NM4.png",
"title": "Nightmare 99",
"repo": "prithivMLmods/Flux-Art-Nightmare-99",
"weights": "nm99.safetensors",
"trigger_word": "nm99"
},
#214
{
"image": "https://huggingface.co/prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA/resolve/main/images/FG1.png",
"title": "Frosted Container",
"repo": "prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA",
"weights": "frosted-gc.safetensors",
"trigger_word": "frosted GC"
}
#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 (
gr.update(placeholder=new_placeholder),
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(prompt, image_input, image_strength, cfg_scale, steps, selected_index, randomize_seed, seed, width, height, lora_scale, 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
css = '''
#gen_btn{height: 100%}
#gen_column{align-self: stretch}
#title{text-align: center}
#title h1{font-size: 3em; display:inline-flex; align-items:center}
#title img{width: 100px; margin-right: 0.5em}
#gallery .grid-wrap{height: 10vh}
#lora_list{background: var(--block-background-fill);padding: 0 1em .3em; font-size: 90%}
.card_internal{display: flex;height: 100px;margin-top: .5em}
.card_internal img{margin-right: 1em}
.styler{--form-gap-width: 0px !important}
#progress{height:30px}
#progress .generating{display:none}
.progress-container {width: 100%;height: 30px;background-color: #f0f0f0;border-radius: 15px;overflow: hidden;margin-bottom: 20px}
.progress-bar {height: 100%;background-color: #4f46e5;width: calc(var(--current) / var(--total) * 100%);transition: width 0.5s ease-in-out}
'''
with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css, delete_cache=(60, 60)) as app:
title = gr.HTML(
"""<h1>FLUX LoRA DLC🥳</h1>""",
elem_id="title",
)
selected_index = gr.State(None)
with gr.Row():
with gr.Column(scale=3):
prompt = gr.Textbox(label="Prompt", lines=1, placeholder=":/ choose the LoRA and type the prompt ")
with gr.Column(scale=1, elem_id="gen_column"):
generate_button = gr.Button("Generate", variant="primary", elem_id="gen_btn")
with gr.Row():
with gr.Column():
selected_info = gr.Markdown("")
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.Group():
custom_lora = gr.Textbox(label="Enter Custom LoRA", placeholder="prithivMLmods/Canopus-LoRA-Flux-Anime")
gr.Markdown("[Check the list of FLUX LoRA's](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list")
custom_lora_info = gr.HTML(visible=False)
custom_lora_button = gr.Button("Remove custom LoRA", visible=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():
input_image = gr.Image(label="Input image", type="filepath")
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=[prompt, selected_info, selected_index, width, height]
)
custom_lora.input(
add_custom_lora,
inputs=[custom_lora],
outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, prompt]
)
custom_lora_button.click(
remove_custom_lora,
outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, custom_lora]
)
gr.on(
triggers=[generate_button.click, prompt.submit],
fn=run_lora,
inputs=[prompt, 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() |