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from gradio_client import Client | |
class FluxImageGenerator: | |
def __init__( | |
self, | |
space_name="K00B404/FluxCapacitor2", | |
api_key=None, | |
use_dev=False, | |
default_sampler="DPM++ 2M Karras", | |
default_steps=35, | |
default_cfg=7, | |
default_strength=0.7, | |
default_negative_prompt=( | |
"(deformed, distorted, disfigured), poorly drawn, bad anatomy, " | |
"wrong anatomy, extra limb, missing limb, floating limbs, " | |
"(mutated hands and fingers), disconnected limbs, mutation, mutated, " | |
"ugly, disgusting, blurry, amputation, misspellings, typos" | |
), | |
api_name="/query" | |
): | |
self.client = Client(space_name) | |
self.api_key = api_key | |
self.use_dev = use_dev | |
self.default_sampler = default_sampler | |
self.default_steps = default_steps | |
self.default_cfg = default_cfg | |
self.default_strength = default_strength | |
self.default_negative_prompt = default_negative_prompt | |
self.api_name = api_name | |
def generate_image( | |
self, | |
prompt: str, | |
steps: int = None, | |
cfg_scale: float = None, | |
sampler: str = None, | |
seed: int = -1, | |
strength: float = None, | |
enhance_prompt_option: bool = False, | |
use_mistral_nemo: bool = False, | |
): | |
prompt = prompt.strip() | |
steps = steps or self.default_steps | |
cfg_scale = cfg_scale or self.default_cfg | |
sampler = sampler or self.default_sampler | |
strength = strength or self.default_strength | |
return self.client.predict( | |
prompt=prompt, | |
is_negative=self.default_negative_prompt, | |
steps=steps, | |
cfg_scale=cfg_scale, | |
sampler=sampler, | |
seed=seed, | |
strength=strength, | |
huggingface_api_key=self.api_key, | |
use_dev=self.use_dev, | |
enhance_prompt_style=prompt, | |
enhance_prompt_option=enhance_prompt_option, | |
nemo_enhance_prompt_style=prompt, | |
use_mistral_nemo=use_mistral_nemo, | |
api_name=self.api_name | |
) |