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Diffstat (limited to '')
| -rw-r--r-- | g4f/Provider/Prodia.py | 149 |
1 files changed, 149 insertions, 0 deletions
diff --git a/g4f/Provider/Prodia.py b/g4f/Provider/Prodia.py new file mode 100644 index 00000000..dd87a34c --- /dev/null +++ b/g4f/Provider/Prodia.py @@ -0,0 +1,149 @@ +from __future__ import annotations + +from aiohttp import ClientSession +import time +import asyncio + +from ..typing import AsyncResult, Messages +from .base_provider import AsyncGeneratorProvider, ProviderModelMixin +from ..image import ImageResponse + +class Prodia(AsyncGeneratorProvider, ProviderModelMixin): + url = "https://app.prodia.com" + api_endpoint = "https://api.prodia.com/generate" + working = True + + default_model = 'absolutereality_v181.safetensors [3d9d4d2b]' + models = [ + '3Guofeng3_v34.safetensors [50f420de]', + 'absolutereality_V16.safetensors [37db0fc3]', + 'absolutereality_v181.safetensors [3d9d4d2b]', + 'amIReal_V41.safetensors [0a8a2e61]', + 'analog-diffusion-1.0.ckpt [9ca13f02]', + 'aniverse_v30.safetensors [579e6f85]', + 'anythingv3_0-pruned.ckpt [2700c435]', + 'anything-v4.5-pruned.ckpt [65745d25]', + 'anythingV5_PrtRE.safetensors [893e49b9]', + 'AOM3A3_orangemixs.safetensors [9600da17]', + 'blazing_drive_v10g.safetensors [ca1c1eab]', + 'breakdomain_I2428.safetensors [43cc7d2f]', + 'breakdomain_M2150.safetensors [15f7afca]', + 'cetusMix_Version35.safetensors [de2f2560]', + 'childrensStories_v13D.safetensors [9dfaabcb]', + 'childrensStories_v1SemiReal.safetensors [a1c56dbb]', + 'childrensStories_v1ToonAnime.safetensors [2ec7b88b]', + 'Counterfeit_v30.safetensors [9e2a8f19]', + 'cuteyukimixAdorable_midchapter3.safetensors [04bdffe6]', + 'cyberrealistic_v33.safetensors [82b0d085]', + 'dalcefo_v4.safetensors [425952fe]', + 'deliberate_v2.safetensors [10ec4b29]', + 'deliberate_v3.safetensors [afd9d2d4]', + 'dreamlike-anime-1.0.safetensors [4520e090]', + 'dreamlike-diffusion-1.0.safetensors [5c9fd6e0]', + 'dreamlike-photoreal-2.0.safetensors [fdcf65e7]', + 'dreamshaper_6BakedVae.safetensors [114c8abb]', + 'dreamshaper_7.safetensors [5cf5ae06]', + 'dreamshaper_8.safetensors [9d40847d]', + 'edgeOfRealism_eorV20.safetensors [3ed5de15]', + 'EimisAnimeDiffusion_V1.ckpt [4f828a15]', + 'elldreths-vivid-mix.safetensors [342d9d26]', + 'epicphotogasm_xPlusPlus.safetensors [1a8f6d35]', + 'epicrealism_naturalSinRC1VAE.safetensors [90a4c676]', + 'epicrealism_pureEvolutionV3.safetensors [42c8440c]', + 'ICantBelieveItsNotPhotography_seco.safetensors [4e7a3dfd]', + 'indigoFurryMix_v75Hybrid.safetensors [91208cbb]', + 'juggernaut_aftermath.safetensors [5e20c455]', + 'lofi_v4.safetensors [ccc204d6]', + 'lyriel_v16.safetensors [68fceea2]', + 'majicmixRealistic_v4.safetensors [29d0de58]', + 'mechamix_v10.safetensors [ee685731]', + 'meinamix_meinaV9.safetensors [2ec66ab0]', + 'meinamix_meinaV11.safetensors [b56ce717]', + 'neverendingDream_v122.safetensors [f964ceeb]', + 'openjourney_V4.ckpt [ca2f377f]', + 'pastelMixStylizedAnime_pruned_fp16.safetensors [793a26e8]', + 'portraitplus_V1.0.safetensors [1400e684]', + 'protogenx34.safetensors [5896f8d5]', + 'Realistic_Vision_V1.4-pruned-fp16.safetensors [8d21810b]', + 'Realistic_Vision_V2.0.safetensors [79587710]', + 'Realistic_Vision_V4.0.safetensors [29a7afaa]', + 'Realistic_Vision_V5.0.safetensors [614d1063]', + 'Realistic_Vision_V5.1.safetensors [a0f13c83]', + 'redshift_diffusion-V10.safetensors [1400e684]', + 'revAnimated_v122.safetensors [3f4fefd9]', + 'rundiffusionFX25D_v10.safetensors [cd12b0ee]', + 'rundiffusionFX_v10.safetensors [cd4e694d]', + 'sdv1_4.ckpt [7460a6fa]', + 'v1-5-pruned-emaonly.safetensors [d7049739]', + 'v1-5-inpainting.safetensors [21c7ab71]', + 'shoninsBeautiful_v10.safetensors [25d8c546]', + 'theallys-mix-ii-churned.safetensors [5d9225a4]', + 'timeless-1.0.ckpt [7c4971d4]', + 'toonyou_beta6.safetensors [980f6b15]', + ] + + @classmethod + def get_model(cls, model: str) -> str: + if model in cls.models: + return model + elif model in cls.model_aliases: + return cls.model_aliases[model] + else: + return cls.default_model + + @classmethod + async def create_async_generator( + cls, + model: str, + messages: Messages, + proxy: str = None, + **kwargs + ) -> AsyncResult: + model = cls.get_model(model) + + headers = { + "accept": "*/*", + "accept-language": "en-US,en;q=0.9", + "origin": cls.url, + "referer": f"{cls.url}/", + "user-agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36" + } + + async with ClientSession(headers=headers) as session: + prompt = messages[-1]['content'] if messages else "" + + params = { + "new": "true", + "prompt": prompt, + "model": model, + "negative_prompt": kwargs.get("negative_prompt", ""), + "steps": kwargs.get("steps", 20), + "cfg": kwargs.get("cfg", 7), + "seed": kwargs.get("seed", int(time.time())), + "sampler": kwargs.get("sampler", "DPM++ 2M Karras"), + "aspect_ratio": kwargs.get("aspect_ratio", "square") + } + + async with session.get(cls.api_endpoint, params=params, proxy=proxy) as response: + response.raise_for_status() + job_data = await response.json() + job_id = job_data["job"] + + image_url = await cls._poll_job(session, job_id, proxy) + yield ImageResponse(image_url, alt=prompt) + + @classmethod + async def _poll_job(cls, session: ClientSession, job_id: str, proxy: str, max_attempts: int = 30, delay: int = 2) -> str: + for _ in range(max_attempts): + async with session.get(f"https://api.prodia.com/job/{job_id}", proxy=proxy) as response: + response.raise_for_status() + job_status = await response.json() + + if job_status["status"] == "succeeded": + return f"https://images.prodia.xyz/{job_id}.png" + elif job_status["status"] == "failed": + raise Exception("Image generation failed") + + await asyncio.sleep(delay) + + raise Exception("Timeout waiting for image generation") |