mirror of
https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
synced 2025-08-08 05:12:35 +00:00
calculate hashes for Lora
add lora hashes to infotext when pasting infotext, use infotext's lora hashes to find local loras for <lora:xxx:1> entries whose hashes match loras the user has
This commit is contained in:
@@ -3,7 +3,7 @@ import re
|
||||
import torch
|
||||
from typing import Union
|
||||
|
||||
from modules import shared, devices, sd_models, errors, scripts, sd_hijack
|
||||
from modules import shared, devices, sd_models, errors, scripts, sd_hijack, hashes
|
||||
|
||||
metadata_tags_order = {"ss_sd_model_name": 1, "ss_resolution": 2, "ss_clip_skip": 3, "ss_num_train_images": 10, "ss_tag_frequency": 20}
|
||||
|
||||
@@ -76,9 +76,9 @@ class LoraOnDisk:
|
||||
self.name = name
|
||||
self.filename = filename
|
||||
self.metadata = {}
|
||||
self.is_safetensors = os.path.splitext(filename)[1].lower() == ".safetensors"
|
||||
|
||||
_, ext = os.path.splitext(filename)
|
||||
if ext.lower() == ".safetensors":
|
||||
if self.is_safetensors:
|
||||
try:
|
||||
self.metadata = sd_models.read_metadata_from_safetensors(filename)
|
||||
except Exception as e:
|
||||
@@ -94,14 +94,43 @@ class LoraOnDisk:
|
||||
self.ssmd_cover_images = self.metadata.pop('ssmd_cover_images', None) # those are cover images and they are too big to display in UI as text
|
||||
self.alias = self.metadata.get('ss_output_name', self.name)
|
||||
|
||||
self.hash = None
|
||||
self.shorthash = None
|
||||
self.set_hash(
|
||||
self.metadata.get('sshs_model_hash') or
|
||||
hashes.sha256_from_cache(self.filename, "lora/" + self.name, use_addnet_hash=self.is_safetensors) or
|
||||
''
|
||||
)
|
||||
|
||||
def set_hash(self, v):
|
||||
self.hash = v
|
||||
self.shorthash = self.hash[0:12]
|
||||
|
||||
if self.shorthash:
|
||||
available_lora_hash_lookup[self.shorthash] = self
|
||||
|
||||
def read_hash(self):
|
||||
if not self.hash:
|
||||
self.set_hash(hashes.sha256(self.filename, "lora/" + self.name, use_addnet_hash=self.is_safetensors) or '')
|
||||
|
||||
def get_alias(self):
|
||||
if shared.opts.lora_preferred_name == "Filename" or self.alias.lower() in forbidden_lora_aliases:
|
||||
return self.name
|
||||
else:
|
||||
return self.alias
|
||||
|
||||
|
||||
class LoraModule:
|
||||
def __init__(self, name):
|
||||
def __init__(self, name, lora_on_disk: LoraOnDisk):
|
||||
self.name = name
|
||||
self.lora_on_disk = lora_on_disk
|
||||
self.multiplier = 1.0
|
||||
self.modules = {}
|
||||
self.mtime = None
|
||||
|
||||
self.mentioned_name = None
|
||||
"""the text that was used to add lora to prompt - can be either name or an alias"""
|
||||
|
||||
|
||||
class LoraUpDownModule:
|
||||
def __init__(self):
|
||||
@@ -126,11 +155,11 @@ def assign_lora_names_to_compvis_modules(sd_model):
|
||||
sd_model.lora_layer_mapping = lora_layer_mapping
|
||||
|
||||
|
||||
def load_lora(name, filename):
|
||||
lora = LoraModule(name)
|
||||
lora.mtime = os.path.getmtime(filename)
|
||||
def load_lora(name, lora_on_disk):
|
||||
lora = LoraModule(name, lora_on_disk)
|
||||
lora.mtime = os.path.getmtime(lora_on_disk.filename)
|
||||
|
||||
sd = sd_models.read_state_dict(filename)
|
||||
sd = sd_models.read_state_dict(lora_on_disk.filename)
|
||||
|
||||
# this should not be needed but is here as an emergency fix for an unknown error people are experiencing in 1.2.0
|
||||
if not hasattr(shared.sd_model, 'lora_layer_mapping'):
|
||||
@@ -191,7 +220,7 @@ def load_lora(name, filename):
|
||||
raise AssertionError(f"Bad Lora layer name: {key_diffusers} - must end in lora_up.weight, lora_down.weight or alpha")
|
||||
|
||||
if len(keys_failed_to_match) > 0:
|
||||
print(f"Failed to match keys when loading Lora {filename}: {keys_failed_to_match}")
|
||||
print(f"Failed to match keys when loading Lora {lora_on_disk.filename}: {keys_failed_to_match}")
|
||||
|
||||
return lora
|
||||
|
||||
@@ -217,14 +246,19 @@ def load_loras(names, multipliers=None):
|
||||
lora = already_loaded.get(name, None)
|
||||
|
||||
lora_on_disk = loras_on_disk[i]
|
||||
|
||||
if lora_on_disk is not None:
|
||||
if lora is None or os.path.getmtime(lora_on_disk.filename) > lora.mtime:
|
||||
try:
|
||||
lora = load_lora(name, lora_on_disk.filename)
|
||||
lora = load_lora(name, lora_on_disk)
|
||||
except Exception as e:
|
||||
errors.display(e, f"loading Lora {lora_on_disk.filename}")
|
||||
continue
|
||||
|
||||
lora.mentioned_name = name
|
||||
|
||||
lora_on_disk.read_hash()
|
||||
|
||||
if lora is None:
|
||||
failed_to_load_loras.append(name)
|
||||
print(f"Couldn't find Lora with name {name}")
|
||||
@@ -403,7 +437,8 @@ def list_available_loras():
|
||||
available_loras.clear()
|
||||
available_lora_aliases.clear()
|
||||
forbidden_lora_aliases.clear()
|
||||
forbidden_lora_aliases.update({"none": 1})
|
||||
available_lora_hash_lookup.clear()
|
||||
forbidden_lora_aliases.update({"none": 1, "Addams": 1})
|
||||
|
||||
os.makedirs(shared.cmd_opts.lora_dir, exist_ok=True)
|
||||
|
||||
@@ -457,8 +492,10 @@ def infotext_pasted(infotext, params):
|
||||
if added:
|
||||
params["Prompt"] += "\n" + "".join(added)
|
||||
|
||||
|
||||
available_loras = {}
|
||||
available_lora_aliases = {}
|
||||
available_lora_hash_lookup = {}
|
||||
forbidden_lora_aliases = {}
|
||||
loaded_loras = []
|
||||
|
||||
|
Reference in New Issue
Block a user