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Intergrate Native AutoEncoderKL

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layerdiffusion
2024-07-31 21:08:22 -07:00
parent 2c3afff371
commit 0d079a846d
9 changed files with 473 additions and 93 deletions
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8
backend/loader.py
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@@ -1,11 +1,8 @@
import os
import importlib
import diffusers
import transformers
from diffusers.loaders.single_file_utils import fetch_diffusers_config
from diffusers import DiffusionPipeline
from diffusers import AutoencoderKL
from backend.vae import load_vae
@@ -13,13 +10,12 @@ dir_path = os.path.dirname(__file__)
def load_component(component_name, lib_name, cls_name, repo_path, sd):
config_path = os.path.join(repo_path, component_name)
if component_name in ['scheduler', 'tokenizer']:
cls = getattr(importlib.import_module(lib_name), cls_name)
return cls.from_pretrained(os.path.join(repo_path, component_name))
if cls_name in ['AutoencoderKL']:
config = AutoencoderKL.load_config(os.path.join(repo_path, component_name))
return load_vae(sd, config)
return load_vae(sd, config_path)
return None