Merge pull request #7 from lutzapps/app-configs-and-gradio

app_configs bugfix online Url, app_utils gradio link support, port changes
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Madiator2011 2024-11-12 12:53:38 +01:00 committed by GitHub
commit 0af6151735
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9 changed files with 147 additions and 40 deletions

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@ -74,10 +74,6 @@
"containerPort": 6006, // Tensorboard (needed by kohya_ss) "containerPort": 6006, // Tensorboard (needed by kohya_ss)
"hostPort": 6006 "hostPort": 6006
}, },
{
"containerPort": 7860, // Kohya-ss (lutzapps - added new Kohya app with FLUX support)
"hostPort": 7860
},
{ {
"containerPort": 7862, // Forge (aka Stable-Diffiusion-WebUI-Forge) "containerPort": 7862, // Forge (aka Stable-Diffiusion-WebUI-Forge)
"hostPort": 7862 "hostPort": 7862
@ -85,6 +81,10 @@
{ {
"containerPort": 7863, // A1111 (aka Stable-Diffiusion-WebUI) "containerPort": 7863, // A1111 (aka Stable-Diffiusion-WebUI)
"hostPort": 7863 "hostPort": 7863
},
{
"containerPort": 7864, // Kohya-ss (lutzapps - added new Kohya app with FLUX support)
"hostPort": 7864
} }
] ]
}, },

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@ -62,9 +62,9 @@ BASE_IMAGE=madiator2011/better-base:cuda12.4
- 3000/http (ComfyUI) - 3000/http (ComfyUI)
- 6006/http (Tensorboard [needed by kohya_ss]) - 6006/http (Tensorboard [needed by kohya_ss])
- 7860/http (Kohya-ss) with FLUX.1 support
- 7862/http (Forge) aka Stable-Diffiusion-WebUI-Forge - 7862/http (Forge) aka Stable-Diffiusion-WebUI-Forge
- 7863/http (A1111) aka Stable-Diffiusion-WebUI - 7863/http (A1111) aka Stable-Diffiusion-WebUI
- 7864/http (Kohya-ss) with FLUX.1 support
## ENV Vars (System) ## ENV Vars (System)

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@ -17,8 +17,10 @@ from utils.filebrowser_utils import configure_filebrowser, start_filebrowser, st
from utils.app_utils import ( from utils.app_utils import (
run_app, update_process_status, check_app_directories, get_app_status, run_app, update_process_status, check_app_directories, get_app_status,
force_kill_process_by_name, update_webui_user_sh, save_install_status, force_kill_process_by_name, update_webui_user_sh, save_install_status,
get_install_status, download_and_unpack_venv, fix_custom_nodes, is_process_running, install_app #, update_model_symlinks get_install_status, download_and_unpack_venv, fix_custom_nodes, is_process_running, install_app, # update_model_symlinks
get_bkohya_launch_url # lutzapps - support dynamic generated gradio url
) )
# lutzapps - CHANGE #1 # lutzapps - CHANGE #1
LOCAL_DEBUG = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging LOCAL_DEBUG = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging
@ -67,7 +69,7 @@ running_processes = {}
app_configs = get_app_configs() app_configs = get_app_configs()
S3_BASE_URL = "https://better.s3.madiator.com/" #S3_BASE_URL = "https://better.s3.madiator.com/" # unused now
SETTINGS_FILE = '/workspace/.app_settings.json' SETTINGS_FILE = '/workspace/.app_settings.json'
@ -187,6 +189,19 @@ def get_logs(app_name):
return jsonify({'logs': running_processes[app_name]['log'][-100:]}) return jsonify({'logs': running_processes[app_name]['log'][-100:]})
return jsonify({'logs': []}) return jsonify({'logs': []})
# lutzapps - support bkohya gradio url
@app.route('/get_bkohya_launch_url', methods=['GET'])
def get_bkohya_launch_url_route():
command = app_configs['bkohya']['command']
is_gradio = ("--share" in command.lower()) # gradio share mode
if is_gradio:
mode = 'gradio'
else:
mode = 'local'
launch_url = get_bkohya_launch_url() # get this from the app_utils global BKOHYA_GRADIO_URL, which is polled from the kohya log
return jsonify({ 'mode': mode, 'url': launch_url }) # used from the index.html:OpenApp() button click function
@app.route('/kill_all', methods=['POST']) @app.route('/kill_all', methods=['POST'])
def kill_all(): def kill_all():
try: try:

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@ -2768,16 +2768,47 @@
await updateStatus(); await updateStatus();
} }
function openApp(appKey, port) { async function openApp(appKey, port) {
// *** lutzapps - Change #3 - support to run locally // *** lutzapps - support to run locally and new support for bkohya gradio url
// NOTE: ` (back-ticks) are used here for template literals // NOTE: ` (back-ticks) are used here for template literals
var url = `https://${podId}-${port}.proxy.runpod.net/`; // need to be declared as var var url = `https://${podId}-${port}.proxy.runpod.net/`; // need to be declared as var
if (`${enable_unsecure_localhost}` === 'True') { if (`${enable_unsecure_localhost}` === 'True') {
url = `http://localhost:${port}/`; // remove runpod.net proxy url = `http://localhost:${port}/`; // remove runpod.net proxy
//alert(`openApp URL=${url}`);
} }
window.open(url, '_blank'); // new: support gradio url for kohya_ss, e.g. https://b6365c256c395e755b.gradio.live
//if (`${appKey}` === 'bkohya' && `${app_status[appKey]['status']}` === 'running') { // get the latest data from the server
if (appKey == 'bkohya') { // get the latest data from the server
var response = await fetch('/get_bkohya_launch_url');
var result = await response.json();
var launch_mode = result['mode']; // 'gradio' or 'local'
//alert('launch_mode=' + launch_mode);
var launch_url = result['url'];
//alert('launch_url=' + launch_url);
if (launch_url !== '') { // when a launch url is defined, the app is initialized and ready to be opened
if (launch_mode === 'gradio') { // if it is a gradio url
url = launch_url; // then use it, instead of the above defined CF proxy url
//alert('using gradio for bkohya: ' + launch_url);
}
// else use the CF proxy url defined above for localhost, instead of the localhost url from the log
}
else { // empty launch_url, waiting for launch url from log
if (launch_mode === 'gradio') {
alert('Waiting for Gradio URL to be generated ...');
}
else {
alert('Waiting for lokal Launch URL to be generated ...');
}
return; // no lauch Url yet
}
}
//alert(`openApp URL=${url}`);
window.open(url, '_blank'); // open app window as popup window
} }
async function updateStatus() { async function updateStatus() {

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@ -1,6 +1,7 @@
import os import os
import xml.etree.ElementTree as ET import xml.etree.ElementTree as ET
import requests import requests
import urllib.request
import json import json
# this is the replacement for the XML manifest, and defines all app_configs in full detail # this is the replacement for the XML manifest, and defines all app_configs in full detail
@ -141,7 +142,13 @@ app_configs = {
'bkohya': { 'bkohya': {
'id': 'bkohya', # app_name 'id': 'bkohya', # app_name
'name': 'Better Kohya', 'name': 'Better Kohya',
'command': 'cd /workspace/bkohya && . ./bin/activate && cd /workspace/kohya_ss && python ./kohya_gui.py --headless --share --server_port 7860', # TODO!! check ./kohya_gui.py 'command': 'cd /workspace/bkohya && . ./bin/activate && cd /workspace/kohya_ss && python ./kohya_gui.py --headless --share --server_port 7864', # TODO!! check other ""./kohya_gui.py" cmdlines options
# need to check:
# python ./kohya_gui.py --inbrowser --server_port 7864
# works for now:
# python ./kohya_gui.py --headless --share --server_port 7864
# creates a gradio link for 72h like e.g. https://b6365c256c395e755b.gradio.live
#
### for Gradio supported reverse proxy: ### for Gradio supported reverse proxy:
# --share -> Share the gradio UI # --share -> Share the gradio UI
# --root_path ROOT_PATH -> root_path` for Gradio to enable reverse proxy support. e.g. /kohya_ss # --root_path ROOT_PATH -> root_path` for Gradio to enable reverse proxy support. e.g. /kohya_ss
@ -182,8 +189,8 @@ app_configs = {
'venv_path': '/workspace/bkohya', 'venv_path': '/workspace/bkohya',
'app_path': '/workspace/kohya_ss', 'app_path': '/workspace/kohya_ss',
'port': 7860, 'port': 7864,
'download_url': 'https://better.s3.madiator.com/kohya.tar.gz', # (2024-11-08 13:13:00Z) - lutzapps 'download_url': 'https://better.s3.madiator.com/bkohya/kohya.tar.gz', # (2024-11-08 13:13:00Z) - lutzapps
'venv_uncompressed_size': 12128345264, # uncompressed size of the tar-file (in bytes) 'venv_uncompressed_size': 12128345264, # uncompressed size of the tar-file (in bytes)
'archive_size': 6314758227, # tar filesize (in bytes) 'archive_size': 6314758227, # tar filesize (in bytes)
'sha256_hash': '9a0c0ed5925109e82973d55e28f4914fff6728cfb7f7f028a62e2ec1a9e4f60a', 'sha256_hash': '9a0c0ed5925109e82973d55e28f4914fff6728cfb7f7f028a62e2ec1a9e4f60a',
@ -276,12 +283,12 @@ def write_dict_to_jsonfile(dict:dict, json_filepath:str, overwrite:bool=False) -
return False, error_msg # failure return False, error_msg # failure
# Write the JSON data to a file # Write the JSON data to a file BUGBUG
with open(json_filepath, 'w', encoding='utf-8') as output_file: with open(json_filepath, 'w', encoding='utf-8') as output_file:
json.dump(dict, output_file, ensure_ascii=False, indent=4, separators=(',', ': ')) json.dump(dict, output_file, ensure_ascii=False, indent=4, separators=(',', ': '))
except Exception as e: except Exception as e:
error_msg = f"ERROR in shared_models:write_dict_to_jsonfile() - loading JSON Map File '{json_filepath}'\nException: {str(e)}" error_msg = f"ERROR in write_dict_to_jsonfile() - loading JSON Map File '{json_filepath}'\nException: {str(e)}"
print(error_msg) print(error_msg)
return False, error_msg # failure return False, error_msg # failure
@ -293,17 +300,20 @@ def read_dict_from_jsonfile(json_filepath:str) -> tuple [dict, str]:
# Read JSON file from 'json_filepath' and return it as 'dict' # Read JSON file from 'json_filepath' and return it as 'dict'
try: try:
if os.path.exists(json_filepath): if ":" in json_filepath: # filepath is online Url containing ":" like http:/https:/ftp:
with urllib.request.urlopen(json_filepath) as url:
dict = json.load(url)
elif os.path.exists(json_filepath): # local file path, e.g. "/workspace/...""
with open(json_filepath, 'r') as input_file: with open(json_filepath, 'r') as input_file:
dict = json.load(input_file) dict = json.load(input_file)
else: else:
error_msg = f"dictionary file '{json_filepath}' does not exist" error_msg = f"local dictionary file '{json_filepath}' does not exist"
#print(error_msg) print(error_msg)
return {}, error_msg # failure return {}, error_msg # failure
except Exception as e: except Exception as e:
error_msg = f"ERROR in shared_models:read_dict_from_jsonfile() - loading JSON Map File '{json_filepath}'\nException: {str(e)}" error_msg = f"ERROR in read_dict_from_jsonfile() - loading JSON Map File '{json_filepath}'\nException: {str(e)}"
print(error_msg) print(error_msg)
return {}, error_msg # failure return {}, error_msg # failure
@ -317,30 +327,39 @@ def pretty_dict(dict:dict) -> str:
return dict_string return dict_string
# helper function for "init_app_install_dirs(), "init_shared_model_app_map()", "init_shared_models_folders()" and "inir_DEBUG_SETTINGS()" # helper function for "init_app_install_dirs(), "init_shared_model_app_map()", "init_shared_models_folders()" and "inir_DEBUG_SETTINGS()"
def load_global_dict_from_file(dict:dict, dict_filepath:str, dict_description:str, SHARED_MODELS_DIR:str="", write_file:bool=True) -> tuple[bool, dict]: def load_global_dict_from_file(default_dict:dict, dict_filepath:str, dict_description:str, SHARED_MODELS_DIR:str="", write_file:bool=True) -> tuple[bool, dict]:
# returns the 'dict' for 'dict_description' from 'dict_filepath' # returns the 'dict' for 'dict_description' from 'dict_filepath'
success = False
return_dict = {}
try: try:
if not SHARED_MODELS_DIR == "" and not os.path.exists(SHARED_MODELS_DIR): if not SHARED_MODELS_DIR == "" and not os.path.exists(SHARED_MODELS_DIR):
print(f"\nThe SHARED_MODELS_DIR '{SHARED_MODELS_DIR}' is not found!\nCreate it by clicking the 'Create Shared Folders' button from the WebUI 'Settings' Tab\n") print(f"\nThe SHARED_MODELS_DIR '{SHARED_MODELS_DIR}' is not found!\nCreate it by clicking the 'Create Shared Folders' button from the WebUI 'Settings' Tab\n")
return return False, return_dict
if os.path.isfile(dict_filepath) and os.path.exists(dict_filepath): # read from file, if filepath is online url (http:/https:/ftp:) or local filepath exists
if ":" in dict_filepath or \
os.path.isfile(dict_filepath) and os.path.exists(dict_filepath):
dict_filepath_found = True dict_filepath_found = True
# read the dict_description from JSON file # read the dict_description from JSON file
print(f"\nExisting '{dict_description}' found and read from file '{dict_filepath}'\nThe file overwrites the code defaults!") print(f"\nExisting '{dict_description}' found online and read from file '{dict_filepath}'\nThe file overwrites the code defaults!")
dict, error_msg = read_dict_from_jsonfile(dict_filepath) return_dict, error_msg = read_dict_from_jsonfile(dict_filepath)
if not error_msg == "":
print(error_msg) success = (not return_dict == {} and error_msg == "") # translate to success state
if not success: # return_dict == {}
dict_filepath_found = False # handle 404 errors from online urls
return_dict = default_dict # use the code-defaults dict passed in
else: # init the dict_description from app code else: # init the dict_description from app code
dict_filepath_found = False dict_filepath_found = False
print(f"No {dict_description}_FILE found, initializing default '{dict_description}' from code ...") print(f"No {dict_description}_FILE found, initializing default '{dict_description}' from code ...")
# use already defined dict from app code # use already defined dict from app code
# write the dict to JSON file # write the dict to JSON file
success, ErrorMsg = write_dict_to_jsonfile(dict, dict_filepath) success, ErrorMsg = write_dict_to_jsonfile(default_dict, dict_filepath)
if success: if success:
print(f"'{dict_description}' is initialized and written to file '{dict_filepath}'") print(f"'{dict_description}' is initialized and written to file '{dict_filepath}'")
@ -348,14 +367,15 @@ def load_global_dict_from_file(dict:dict, dict_filepath:str, dict_description:st
print(ErrorMsg) print(ErrorMsg)
# Convert 'dict_description' dictionary to formatted JSON # Convert 'dict_description' dictionary to formatted JSON
print(f"\nUsing {'external' if dict_filepath_found else 'default'} '{dict_description}':\n{pretty_dict(dict)}") print(f"\nUsing {'external' if dict_filepath_found else 'default'} '{dict_description}':\n{pretty_dict(return_dict)}")
except Exception as e: except Exception as e:
print(f"ERROR in shared_models:load_global_dict_from_file() - initializing dict Map File '{dict_filepath}'\nException: {str(e)}") print(f"ERROR in load_global_dict_from_file() - initializing dict file '{dict_filepath}'\nException: {str(e)}")
return False, {} return False, {}
return True, dict # success return success, return_dict
DEBUG_SETTINGS_FILE = "/workspace/_debug_settings.json" DEBUG_SETTINGS_FILE = "/workspace/_debug_settings.json"
DEBUG_SETTINGS = { DEBUG_SETTINGS = {
@ -380,9 +400,9 @@ def init_debug_settings():
local_debug = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging local_debug = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging
generate_debug_settings_file = os.environ.get('DEBUG_SETTINGS_FILE', 'False') # generate the DEBUG_SETTINGS_FILE, if not exist already generate_debug_settings_file = os.environ.get('DEBUG_SETTINGS_FILE', 'False') # generate the DEBUG_SETTINGS_FILE, if not exist already
write_file_if_not_exist = local_debug == 'True' or generate_debug_settings_file == 'True' write_file_if_not_exists = (local_debug == 'True' or local_debug == 'true' or generate_debug_settings_file == 'True' or generate_debug_settings_file == 'true')
success, dict = load_global_dict_from_file(DEBUG_SETTINGS, DEBUG_SETTINGS_FILE, "DEBUG_SETTINGS", write_file=write_file_if_not_exist) success, dict = load_global_dict_from_file(DEBUG_SETTINGS, DEBUG_SETTINGS_FILE, "DEBUG_SETTINGS", write_file=write_file_if_not_exists)
if success: if success:
DEBUG_SETTINGS = dict DEBUG_SETTINGS = dict
@ -426,21 +446,28 @@ APP_CONFIGS_FILE = APP_CONFIGS_MANIFEST_URL # default is the online manifest url
# when the IMAGE is used normally. # when the IMAGE is used normally.
def init_app_configs(): def init_app_configs():
global APP_CONFIGS_MANIFEST_URL
global APP_CONFIGS_FILE global APP_CONFIGS_FILE
global app_configs global app_configs
# check for overwrite of APP_CONFIGS_MANIFEST_URL # check for overwrite of APP_CONFIGS_MANIFEST_URL
if not DEBUG_SETTINGS['APP_CONFIGS_MANIFEST_URL'] == "": debug_app_configs_manifest_url = DEBUG_SETTINGS['APP_CONFIGS_MANIFEST_URL']
APP_CONFIGS_FILE = DEBUG_SETTINGS['APP_CONFIGS_MANIFEST_URL'] if not debug_app_configs_manifest_url == "":
print(f"using APP_CONFIGS_MANIFEST_URL from DEBUG_SETTINGS: {debug_app_configs_manifest_url}")
APP_CONFIGS_MANIFEST_URL = debug_app_configs_manifest_url
APP_CONFIGS_FILE = APP_CONFIGS_MANIFEST_URL
print(f"\nUsing APP_CONFIGS_MANIFEST_URL={APP_CONFIGS_MANIFEST_URL}")
local_debug = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging local_debug = os.environ.get('LOCAL_DEBUG', 'False') # support local browsing for development/debugging
generate_app_configs_file = os.environ.get('APP_CONFIGS_FILE', 'False') # generate the APP_CONFIGS_FILE, if not exist already generate_app_configs_file = os.environ.get('APP_CONFIGS_FILE', 'False') # generate the APP_CONFIGS_FILE, if not exist already
write_file_if_not_exists = local_debug == 'True' or generate_app_configs_file == 'True' write_file_if_not_exists = (local_debug == 'True' or local_debug == 'true' or generate_app_configs_file == 'True' or generate_app_configs_file == 'true')
success, dict = load_global_dict_from_file(app_configs, APP_CONFIGS_FILE, "APP_CONFIGS", write_file=write_file_if_not_exists) success, dict = load_global_dict_from_file(app_configs, APP_CONFIGS_FILE, "APP_CONFIGS", write_file=write_file_if_not_exists)
if success: if success:
app_configs = dict # overwrite code-defaults (from local or external settings) app_configs = dict # overwrite code-defaults (from local or external/online JSON settings file)
#else app_configs = <code defaults already initialized> #else app_configs = <code defaults already initialized>
return return

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@ -13,11 +13,19 @@ import xml.etree.ElementTree as ET
import time import time
import datetime import datetime
import shutil import shutil
from utils.app_configs import (DEBUG_SETTINGS, pretty_dict, init_app_configs, init_debug_settings, write_debug_setting, ensure_kohya_local_venv_is_symlinked) from utils.app_configs import (app_configs, DEBUG_SETTINGS, pretty_dict, init_app_configs, init_debug_settings, write_debug_setting, ensure_kohya_local_venv_is_symlinked)
from utils.model_utils import (get_sha256_hash_from_file) from utils.model_utils import (get_sha256_hash_from_file)
INSTALL_STATUS_FILE = '/tmp/install_status.json' INSTALL_STATUS_FILE = '/tmp/install_status.json'
# lutzapps - support for bkohya gradio url
BKOHYA_LAUNCH_URL = "" # will be captured during run_app('bkohya', ...) from bkohya log
# e.g. https://85f6f17d6d725c6cde.gradio.live
def get_bkohya_launch_url() -> str:
global BKOHYA_LAUNCH_URL
return BKOHYA_LAUNCH_URL
def is_process_running(pid): def is_process_running(pid):
try: try:
process = psutil.Process(pid) process = psutil.Process(pid)
@ -34,7 +42,32 @@ def run_app(app_name, command, running_processes):
'status': 'running' 'status': 'running'
} }
# lutzapps - capture the gradio-url for bkohya app
global BKOHYA_LAUNCH_URL
BKOHYA_LAUNCH_URL = "" # will be captured during run_app('bkohya', ...) from bkohya log
# e.g. https://85f6f17d6d725c6cde.gradio.live
for line in process.stdout: for line in process.stdout:
# wait for gradio-url in bkohya log (the --share option generates a gradio url)
if app_name == 'bkohya' and BKOHYA_LAUNCH_URL == "":
gradio_mode = ("--share" in command.lower())
if gradio_mode and ".gradio.live" in line:
# get the gradio url from the log line
# line = '* Running on public URL: https://85f6f17d6d725c6cde.gradio.live\n'
gradio_url_pattern = r"https://([\w.-]+(?:\.[\w.-]+)+)"
match = re.search(gradio_url_pattern, line)
if match:
BKOHYA_LAUNCH_URL = match.group(0) # Full URL, e.g., "https://85f6f17d6d725c6cde.gradio.live"
print(f"Public Gradio-URL found in bkohya log: {BKOHYA_LAUNCH_URL}")
elif not gradio_mode and "127.0.0.1" in line: # only wait for this when gradio_mode = False (=local URL mode)
port = app_configs[app_name]['port'] # read the configured port from app_configs
# line = '* Running on local URL: http://127.0.0.1:7864
BKOHYA_LAUNCH_URL = f"http://127.0.0.1:{port}"
print(f"Local-URL found in bkohya log: {BKOHYA_LAUNCH_URL}")
running_processes[app_name]['log'].append(line.strip()) running_processes[app_name]['log'].append(line.strip())
if len(running_processes[app_name]['log']) > 1000: if len(running_processes[app_name]['log']) > 1000:
running_processes[app_name]['log'] = running_processes[app_name]['log'][-1000:] running_processes[app_name]['log'] = running_processes[app_name]['log'][-1000:]

View file

@ -18,9 +18,9 @@ services:
# - 3000:3000 # ComfyUI # - 3000:3000 # ComfyUI
# - 6006:6006 # Tensorboard (needed by kohya_ss) # - 6006:6006 # Tensorboard (needed by kohya_ss)
# - 7860:7860 # Kohya-ss (lutzapps - added new Kohya app with FLUX support)
# - 7862:7862 # Forge (aka Stable-Diffiusion-WebUI-Forge) # - 7862:7862 # Forge (aka Stable-Diffiusion-WebUI-Forge)
# - 7863:7863 # A1111 (aka Stable-Diffiusion-WebUI) # - 7863:7863 # A1111 (aka Stable-Diffiusion-WebUI)
# - 7864:7864 # Kohya-ss (lutzapps - added new Kohya app with FLUX support)
env_file: env_file:
- .env # pass additional env-vars (hf_token, civitai token, ssh public-key) from ".env" file to container - .env # pass additional env-vars (hf_token, civitai token, ssh public-key) from ".env" file to container

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@ -19,6 +19,6 @@ services:
- 3000:3000 # ComfyUI - 3000:3000 # ComfyUI
- 6006:6006 # Tensorboard (needed by kohya_ss) - 6006:6006 # Tensorboard (needed by kohya_ss)
- 7860:7860 # Kohya-ss (lutzapps - added new Kohya app with FLUX support)
- 7862:7862 # Forge (aka Stable-Diffiusion-WebUI-Forge) - 7862:7862 # Forge (aka Stable-Diffiusion-WebUI-Forge)
- 7863:7863 # A1111 (aka Stable-Diffiusion-WebUI) - 7863:7863 # A1111 (aka Stable-Diffiusion-WebUI)
- 7864:7864 # Kohya-ss (lutzapps - added new Kohya app with FLUX support)

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@ -41,6 +41,7 @@
<li>Better Comfy UI</li> <li>Better Comfy UI</li>
<li>Better Forge</li> <li>Better Forge</li>
<li>Better A1111</li> <li>Better A1111</li>
<li>Better Kohya</li>
</ul> </ul>
<h2>Getting Started</h2> <h2>Getting Started</h2>