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Modern UI

Image Added

Classic UI
Image Added


IPEX (Intel PyTorch EXtension) version of SD.Next

Some prebuild docker images https://hub.docker.com/r/liutyi/sdnext-ipex/tags

See generation examples for all models https://vladmandic.github.io/sd-samples/compare.html


Children Display

SD.Next openvino setup for Intel Core i7 1355U with Intel Xe iGPU

...

Code Block
services:
  sdnext-ipex:
    build:
      dockerfile: Dockerfile
    image: liutyi/sdnext-ipex:latest25.9.1-igpu
    container_name: sdnext-ipex
    restart: unless-stopped
    devices:
      - /dev/dri:/dev/dri
#      - /dev/accel:/dev/accel
    environment:
      - HF_DEBUG=True

    ports:
      - 7860:7860
    volumes:
      - /docker/sdnext/app-volume:/app
      - /docker/sdnext/mnt-volume:/mnt
      - /docker/sdnext/huggingfacehf-volume:/root/.cache/huggingface
      - /docker/sdnext/python-volume:/usr/local/lib/python3.10
#     - /dev/shm:/dev/shm


Dockerfile

...

Code Block
# SD.Next IPEX Dockerfile
# docs: <https://github.com/vladmandic/sdnext/wiki/Docker>

# base image
FROM ubuntu:noble

# metadata
LABEL org.opencontainers.image.vendor="SD.Next"
LABEL org.opencontainers.image.authors="disty0liutyi"
LABEL org.opencontainers.image.url="https://github.com/vladmandicliutyi/sdnext/"
LABEL org.opencontainers.image.documentation="https://github.com/vladmandic/sdnext/wiki/Docker"
LABEL org.opencontainers.image.source="https://github.com/vladmandic/sdnext/"
LABEL org.opencontainers.image.licenses="AGPL-3.0"
LABEL org.opencontainers.image.title="SD.Next IPEX"
LABEL org.opencontainers.image.description="SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models"
LABEL org.opencontainers.image.base.name="https://hub.docker.com/_/ubuntu:noble"
LABEL org.opencontainers.image.version="latest25.9.0"

# essentials
RUN apt-get update && \
    apt-get install -y --no-install-recommends --fix-missing \
    software-properties-common \
    build-essential \
    ca-certificates \
    wget \
    gpg \
    git

# python3.12
RUN apt-get install -y --no-install-recommends --fix-missing \
    libgomp1 \
    python3 \
    python3-dev libtbb12

# NPU
RUN wget https://github.com/intel/linux-npu-driver/releases/download/v1.23.0/linux-npu-driver-v1.23.0.20250827-17270089246-ubuntu2404.tar.gz &&\
    python3-venv tar -xf linux-npu-driver-v1.23.0.20250827-17270089246-ubuntu2404.tar.gz &&\
    dpkg python3-pip

# Install Python 3.13 from the deadsnakes PPA
#RUN add-apt-repository ppa:deadsnakes/ppa && \
#    apt-get update && \
#   -i *.deb &&\
    rm -f linux-npu-driver-v1.23.0.20250827-17270089246-ubuntu2404.tar.gz intel-*

# required by pytorch / ipex
RUN apt-get install -y python3.13 python3.13-dev python3-pip python3-venv

# intel compute runtime
RUN https_proxy=http://proxy.example.com:18080/ wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | gpg --yes --dearmor --output /usr/share/keyrings/intel-graphics.gpg
RUN echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu noble client" | tee /etc/apt/sources.list.d/intel-gpu-noble.list
RUN https_proxy=http://proxy.example.com:18080/ apt-get update

RUN https_proxy=http://proxy.example.com:18080/--no-install-recommends --fix-missing \
    libgl1 \
    libglib2.0-0

# python3.12
RUN apt-get install -y --no-install-recommends --fix-missing \
    python3 \
    python3-dev \
    python3-venv \
    python3-pip

# intel compute runtime
RUN add-apt-repository ppa:kobuk-team/intel-graphics
RUN apt-get update

RUN apt-get install -y --no-install-recommends --fix-missing \
    intel-opencl-icd \
    libze-intel-gpu1 \
    libze1

# required by pytorch / ipexcleanup
RUN https_proxy=http://proxy.example.com:18080/usr/sbin/ldconfig
RUN apt-get installclean -y --no-install-recommends --fix-missing \
    libgl1 \
    libglib2.0-0 \
    libgomp1

# jemalloc is not required but it is highly recommended (also used with optional ipexrun)
RUN https_proxy=http://proxy.example.com:18080/ apt-get install -y --no-install-recommends --fix-missing libjemalloc-dev
ENV LD_PRELOAD=libjemalloc.so.2

# cleanup
RUN /usr/sbin/ldconfig
RUN https_proxy=http://proxy.example.com:18080/ apt-get clean && rm -rf /var/lib/apt/lists/*
# stop pip and uv from caching
ENV PIP_NO_CACHE_DIR=true
ENV UV_NO_CACHE=true

# set paths to use with sdnext
ENV SD_DOCKER=true
ENV SD_DATADIR="/mnt/data"
ENV SD_MODELSDIR="/mnt/models"
ENV venv_dir="/mnt/python/venv"

# paths used by sdnext can be a volume if necessary
#VOLUME [ "/app" ]
#VOLUME [ "/mnt/data" ]
#VOLUME [ "/mnt/models" ]
#VOLUME [ "/mnt/python" ]
#VOLUME [ "/root/.cache/huggingface" ]

# intel specific environment variables
ENV IPEX_SDPA_SLICE_TRIGGER_RATE=1
ENV IPEX_ATTENTION_SLICE_RATE=0.5
ENV IPEX_FORCE_ATTENTION_SLICE=-1
ENV IPEXRUN=True

# git clone and run sdnext
RUN echo '#!/bin/bash\ngit status || git clone https://github.com/vladmandic/sdnext.git -b dev .\n/app/webui.sh "$@"' | tee /bin/startup.sh
RUN chmod 755 /bin/startup.sh

# actually run sdnext
WORKDIR /app
ENTRYPOINT [ "startup.sh", "-f", "--use-ipex", "--uv", "--listen", "--insecure", "--share", "--server-name sdnext.example.com", "--update", "--debug", "--api-log", "--log", "sdnext.log" ]
#ENTRYPOINT [ "startup.sh", "-f", "--use-ipex", "--uv", "--listen", "--debug", "--api-log", "--log", "sdnext.log" ]

# expose port
EXPOSE 7860

# healthcheck function
#HEALTHCHECK --interval=60s --timeout=10s --start-period=60s --retries=3 CMD curl --fail http://localhost:7860/sdapi/v1/status || exit 1

# stop signal
STOPSIGNAL SIGINT

start/stop commands

Code Block
docker compose up -d
docker compose down --rmi local

nginx config

/etc/nginx/sites-enabled/sdnext.conf

&& rm -rf /var/lib/apt/lists/*

# set paths to use with sdnext
ENV SD_DOCKER=true
ENV SD_VAE_DEBUG=true
ENV SD_DATADIR="/mnt/data"
ENV SD_MODELSDIR="/mnt/models"
ENV venv_dir="/mnt/python/venv"
ENV IPEX_SDPA_SLICE_TRIGGER_RATE=1
ENV IPEX_ATTENTION_SLICE_RATE=0.5
ENV IPEX_FORCE_ATTENTION_SLICE=1
ENV IPEXRUN=True

# git clone and run sdnext
# RUN echo '#!/bin/bash\ngit status || git clone https://github.com/vladmandic/sdnext.git -b dev .\n/app/webui.sh "$@"' | tee /bin/startup.sh
RUN echo '#!/bin/bash\ngit status || git clone https://github.com/liutyi/sdnext.git -b ipex .\n/app/webui.sh "$@"' | tee /bin/startup.sh
RUN chmod 755 /bin/startup.sh

# actually run sdnext
WORKDIR /app
ENTRYPOINT [ "startup.sh", "-f", "--use-ipex", "--uv", "--listen", "--insecure", "--api-log", "--log", "sdnext.log" ]

# expose port
EXPOSE 7860

# healthcheck function
#HEALTHCHECK --interval=60s --timeout=10s --start-period=60s --retries=3 CMD curl --fail http://localhost:7860/sdapi/v1/status || exit 1

# stop signal
STOPSIGNAL SIGINT


start/stop commands

Code Block
docker compose up -d
docker compose down --rmi local


nginx config

/etc/nginx/sites-enabled/sdnext.conf

Code Block
server {
        listen       80;
        server_name sdnext.example.com;
        return 301 https://$server_name$request_uri;
    }
server {
        listen 443 ssl;
        server_name sdnext.example.com;
        # SSL Settings
        ssl_certificate /etc/ssl/private/wildcard.pem;
        ssl_certificate_key /etc/ssl/private/wildcard.pem;
        ssl_trusted_certificate "/etc/ssl/certs/wildcard.ca";
Code Block
server {
        listen       80add_header Strict-Transport-Security 'max-age=15552000; includeSubDomains';
        serverssl_nameprotocols sdnextTLSv1.example3 TLSv1.com2;
        return 301 https://$server_name$request_uri;
    }
server {
        listen 443 sslssl_ciphers "EECDH+ECDSA+AESGCM EECDH+aRSA+AESGCM EECDH+ECDSA+SHA384 EECDH+ECDSA+SHA256 EECDH+aRSA+SHA384 EECDH+aRSA+SHA256 EECDH+aRSA+RC4 EECDH EDH+aRSA HIGH !RC4 !aNULL !eNULL !LOW !3DES !MD5 !EXP !PSK !SRP !DSS";
        serverssl_session_name sdnext.example.comcache shared:SSL:20m;
        # SSL Settingsssl_session_timeout 1h;
        ssl_prefer_certificate /etc/ssl/private/wildcard.pemserver_ciphers on;
        ssl_certificate_key /etc/ssl/private/wildcard.pemstapling on;
        ssl_trustedstapling_certificate "/etc/ssl/certs/wildcard.ca";verify on;
        add_header Strict-Transport-Security 'max-age=15552000; includeSubDomains'# Timeouts
        client_max_body_size 50G;
        sslclient_body_protocols TLSv1.3 TLSv1.2timeout 600s;
        ssl_ciphers "EECDH+ECDSA+AESGCM EECDH+aRSA+AESGCM EECDH+ECDSA+SHA384 EECDH+ECDSA+SHA256 EECDH+aRSA+SHA384 EECDH+aRSA+SHA256 EECDH+aRSA+RC4 EECDH EDH+aRSA HIGH !RC4 !aNULL !eNULL !LOW !3DES !MD5 !EXP !PSK !SRP !DSS";
proxy_read_timeout  600s;
        proxy_send_timeout  600s;
        send_timeout        ssl_session_cache shared:SSL:20m600s;
        ssl_session_timeout 1h;# Set headers
        sslproxy_preferset_server_ciphers on;
header Host        ssl_stapling on;
        ssl_stapling_verify on$http_host;
        # Timeouts
proxy_set_header X-Real-IP         client_max_body_size 50G$remote_addr;
        clientproxy_body_timeout 600sset_header X-Forwarded-For   $proxy_add_x_forwarded_for;
        proxy_readset_timeoutheader X-Forwarded-Proto 600s$scheme;
        proxy_send_timeout# enable 600s;websockets
        sendproxy_http_timeoutversion 1.1;
       600s;
  proxy_set_header   Upgrade    # Set headers$http_upgrade;
        proxy_set_header Host  Connection  "upgrade";
        proxy_redirect     $http_hostoff;
        # DNS
 proxy_set_header X-Real-IP      resolver 1.1.1.1  $remote_addr8.8.4.4 valid=300s;
        proxyresolver_set_header X-Forwarded-For   $proxy_add_x_forwarded_for;
timeout 5s;

        proxy_set_header X-Forwarded-Proto $scheme;location /file=/mnt/data {
        # enable websocketsalias /docker/sdnext/mnt-volume/data;
        proxy_http_version 1.1;}

        proxy_set_headerlocation / {
 Upgrade    $http_upgrade;
        proxy_set_header   Connection "upgrade"pass http://127.0.0.1:7860;
        proxy_redirect     off;
        # DNS
        resolver 1.1.1.1 8.8.4.4 valid=300s;
        resolver_timeout 5s;

        location /file=/mnt/data {
         alias /}
}

config.json

/docker/sdnext/mnt-volume/data/config.json
Code Block
{;
        }

        location / {
         proxy_pass http://127.0.0.1:7860;
        }
}

config.json

/docker/sdnext/mnt-volume/data/config.json
Code Block
{
  "sd_model_checkpoint": "Diffusers/imnotednamode/Chroma-v36-dc-diffusers [38ce7ce7f3]"sd_model_checkpoint": "Diffusers/imnotednamode/Chroma-v36-dc-diffusers [38ce7ce7f3]",
  "outdir_txt2img_samples": "/mnt/data/outputs/text",
  "outdir_img2img_samples": "/mnt/data/outputs/image",
  "outdir_control_samples": "/mnt/data/outputs/control",
  "outdir_extras_samples": "/mnt/data/outputs/extras",
  "outdir_save": "/mnt/data/outputs/save",
  "outdir_txt2img_samplesvideo": "/mnt/data/outputs/textvideo",
  "outdir_img2imginit_samplesimages": "/mnt/data/outputs/imageinit-images",
  "outdir_controltxt2img_samplesgrids": "/mnt/data/outputs/controlgrids",
  "outdir_extrasimg2img_samplesgrids": "/mnt/data/outputs/extrasgrids",
  "outdir_savecontrol_grids": "/mnt/data/outputs/savegrids",
  "outdirdiffusers_videoversion": "/mnt/data/outputs/video8adc6003ba4dbf5b61bb4f1ce571e9e55e145a99",
  "outdirsd_initcheckpoint_imageshash": "/mnt/data/outputs/init-images"null,
  "outdirhuggingface_txt2img_gridstoken": "/mnt/data/outputs/grids",
  "outdir_img2img_grids": "/mnt/data/outputs/grids"hf_PUT-HERE-YOUR-HuggingFace-Token",
  "outdirsamples_controlfilename_gridspattern": "/mnt/data/outputs/grids",
  "diffusers_version": "8adc6003ba4dbf5b61bb4f1ce571e9e55e145a99",
  "sd_checkpoint_hash": null,
  "huggingface_token": "hf_PUT-HERE-YOUR-HuggingFace-Token"
}[seq]-[date]-[model_name]-[width]x[height]-STEP[steps]-CFG[cfg]-Seed[seed]"
}

UI ui config

/docker/sdnext/mnt-volume/data/ui-config.json

...

https://huggingface.co/settings/tokens

Repo with

...

access request needed

https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct

https://huggingface.co/meta-llama/Llama-3.32-70B-Instruct3B

https://huggingface.co/stabilityai/stable-diffusionmeta-llama/Llama-3.53-70B-largeInstruct

https://huggingface.co/black-forest-labs/FLUX.1-dev

Image Removed

Error example

In case you got repo access, enter tokens to WebUI and still got error like

Code Block
2025-06-20 13:25:36,995 | 97698f11112d | sd | ERROR | sd_models | Load model: path="/mnt/models/Diffusers/models--HiDream-ai--HiDream-I1-Dev/snapshots/5b3f48f0d64d039cd5e4b6bd47b4f4e0cbebae
62" 401 Client Error. (Request ID: Root=1-68556150-3f4018045ca5c71e00c09f88;3ae0ae6d-465e-46ed-9934-c5ea6af2097d)

Cannot access gated repo for url https://huggingface.co/api/models/meta-llama/Meta-Llama-3.1-8B-Instruct/auth-check.
Access to model meta-llama/Llama-3.1-8B-Instruct is restricted. You must have access to it and be authenticated to access it. Please log in.

2025-06-20 13:25:37,786 | 97698f11112d | sd | ERROR | sd_models | StableDiffusionPipeline: Pipeline <class 'diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline'> expected ['feature_extractor', 'image_encoder',

Manual login

workaround is to login manually

Code Block
docker exec -it sdnext-ipex bash

inside the container

Code Block
export venv_dir=/mnt/python/venv/
source "${venv_dir}"/bin/activate
/mnt/python/venv/bin/huggingface-cli login

meta-llama/Llama-Guard-4-12B

https://huggingface.co/google/gemma-7b-it

https://huggingface.co/DeepFloyd/IF-I-XL-v1.0

https://huggingface.co/briaai/BRIA-3.2

https://huggingface.co/stabilityai/stable-diffusion-3-medium

https://huggingface.co/stabilityai/stable-diffusion-3.5-large

https://huggingface.co/black-forest-labs/FLUX.1-dev

https://huggingface.co/nvidia/Cosmos-Predict2-14B-Text2Image



Image Added

Error example

In case you got repo access, enter tokens to WebUI and still got error like

Code Block
2025-06-20 13:25:36,995 | 97698f11112d | sd | ERROR | sd_models | Load model: path="/mnt/models/Diffusers/models--HiDream-ai--HiDream-I1-Dev/snapshots/5b3f48f0d64d039cd5e4b6bd47b4f4e0cbebae
62" 401 Client Error. (Request ID: Root=1-68556150-3f4018045ca5c71e00c09f88;3ae0ae6d-465e-46ed-9934-c5ea6af2097d)

Cannot access gated repo for url https://huggingface.co/api/models/meta-llama/Meta-Llama-3.1-8B-Instruct/auth-check.
Access to model meta-llama/Llama-3.1-8B-Instruct is restricted. You must have access to it and be authenticated to access it. Please log in.

2025-06-20 13:25:37,786 | 97698f11112d | sd | ERROR | sd_models | StableDiffusionPipeline: Pipeline <class 'diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline'> expected ['feature_extractor', 'image_encoder',

Manual login

workaround is to login manually

Code Block
docker exec -it sdnext-ipex bash

inside the container

Code Block
export venv_dir=/mnt/python/venv/
source "${venv_dir}"/bin/activate
git config --global credential.helper store
/mnt/python/venv/bin/huggingface-cli login


Code Block
(venv) root@97698f11112d:/app# /mnt/python/venv/bin/huggingface-cli login

    _|    _|  _|    _|    _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|_|_|_|    _|_|      _|_|_|  _|_|_|_|
    _|    _|  _|    _|  _|        _|          _|    _|_|    _|  _|            _|        _|    _|  _|        _|
    _|_|_|_|  _|    _|  _|  _|_|  _|  _|_|    _|    _|  _|  _|  _|  _|_|      _|_|_|    _|_|_|_|  _|        _|_|_|
    _|    _|  _|    _|  _|    _|  _|    _|    _|    _|    _|_|  _|    _|      _|        _|    _|  _|        _|
    _|    _|    _|_|      _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|        _|    _|    _|_|_|  _|_|_|_|

    A token is already saved on your machine. Run `huggingface-cli whoami` to get more information or `huggingface-cli logout` if you want to log out.
    Setting a new token will erase the existing one.
    To log in, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens .
Enter your token (input will not be visible): PUT HERE YOUR hf_.............
Add token as git credential? (Y/n) y
Token is valid (permission: write).
The token `SDNext` has been saved to /root/.cache/huggingface/stored_tokens
Cannot authenticate through git-credential as no helper is defined on your machine.
You might have to re-authenticate when pushing to the Hugging Face Hub.
Run the following command in your terminal in case you want to set the 'store' credential helper as default.

git config --global credential.helper store

Read https://git-scm.com/book/en/v2/Git-Tools-Credential-Storage for more details.
Token has not been saved to git credential helper.
Your token has been saved to /root/.cache/huggingface/token
Login successful.
The current active token is: `SDNext`


First start console output example without ipex

Code Block
root@server6:~/ollama-cpu-docker# docker compose up -d; docker logs --since 1h --follow sdnext-ipex;
[+] Running 2/2
 ✔ Network ollama-cpu-docker_default  Created                                                                                                                                                                                           0.0s
 ✔ Container sdnext-ipex              Started                                                                                                                                                                                           2.0s
fatal: not a git repository (or any parent up to mount point /)
Stopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set).
Cloning into '.'...
Create python venv
Activate python venv: /mnt/python/venv
Launch: /mnt/python/venv/bin/python3
14:19:52-182833 INFO     Starting SD.Next
14:19:52-184379 INFO     Logger: file="/app/sdnext.log" level=DEBUG
                         host="64f02122b05d" size=79 mode=append
14:19:52-184959 INFO     Python: version=3.12.3 platform=Linux
                         bin="/mnt/python/venv/bin/python3"
                         venv="/mnt/python/venv"
14:19:52-192953 INFO     Version: app=sd.next updated=2025-10-02 hash=ef6563376
                         branch=ipex
                         url=https://github.com/liutyi/sdnext.git/tree/ipex
                         ui=main
14:19:52-193606 DEBUG    Branch mismatch: sdnext=ipex ui=main
14:19:52-203815 DEBUG    Branch synchronized: ipex
14:19:52-346183 ERROR    Repository failed to check version: 'commit'
                         {'message': "API rate limit exceeded for xx.xx.xx.xx.
                         (But here's the good news: Authenticated requests get a
                         higher rate limit. Check out the documentation for more
                         details.)", 'documentation_url':
                         'https://docs.github.com/rest/overview/resources-in-the
                         -rest-api#rate-limiting'}
14:19:52-347865 INFO     Platform: arch=x86_64 cpu=x86_64 system=Linux
                         release=6.14.0-32-generic python=3.12.3 locale=('C',
                         'UTF-8') docker=True
14:19:52-348559 DEBUG    Packages: prefix=../mnt/python/venv
                         site=['../mnt/python/venv/lib/python3.12/site-packages'
                         ]
14:19:52-349049 INFO     Args: ['-f', '--use-ipex', '--uv', '--listen',
                         '--insecure', '--api-log', '--log', 'sdnext.log']
14:19:52-349520 DEBUG    Setting environment tuning
14:19:52-349915 DEBUG    Torch allocator:
                         "garbage_collection_threshold:0.80,max_split_size_mb:51
                         2"
14:19:52-350367 DEBUG    Install: package="uv" install required
14:19:53-743978 DEBUG    Install: package="gradio" install required
14:20:00-808790 INFO     Verifying torch installation
14:20:00-813464 DEBUG    Torch overrides: cuda=False rocm=False ipex=True
                         directml=False openvino=False zluda=False
14:20:00-814098 INFO     IPEX: Intel OneAPI toolkit detected
14:20:00-814494 DEBUG    Install: package="torch" install required
14:20:00-814888 DEBUG    Install: package="torchvision" install required
14:20:00-815284 DEBUG    Install: package="torchaudio" install required
14:20:00-815677 DEBUG    Install: package="xpu" install required
14:20:15-778575 INFO     Torch detected: gpu="Intel(R) Arc(TM) Graphics"
                         vram=128339 units=128
14:20:15-779442 DEBUG    Install: package="onnx" install required
14:20:17-278421 DEBUG    Install: package="onnxruntime" install required
14:20:18-355326 INFO     Transformers install: version=4.56.2
14:20:27-151710 INFO     Diffusers install:
                         commit=64a5187d96f9376c7cf5123db810f2d2da79d7d0
14:20:38-296481 INFO     Install requirements: this may take a while...
14:20:38-808596 WARNING  Install: cmd="uv pip" args="install -r
                         requirements.txt" cannot use uv, fallback to pip
14:21:25-608112 INFO     Install: verifying requirements
14:21:30-096095 INFO     Startup: standard
14:21:30-096669 INFO     Verifying submodules
14:21:43-290978 DEBUG    Git detached head detected:
                         folder="extensions-builtin/sd-extension-chainner"
                         reattach=main
14:21:43-291873 DEBUG    Git submodule: extensions-builtin/sd-extension-chainner
                         / main
14:21:43-300854 DEBUG    Git detached head detected:
                         folder="extensions-builtin/sd-extension-system-info"
                         reattach=main
14:21:43-301522 DEBUG    Git submodule:
                         extensions-builtin/sd-extension-system-info / main
14:21:43-308227 DEBUG    Git detached head detected:
                         folder="extensions-builtin/sdnext-modernui"
                         reattach=main
14:21:43-308820 DEBUG    Git submodule: extensions-builtin/sdnext-modernui /
                         main
14:21:43-325661 DEBUG    Git detached head detected:
                         folder="extensions-builtin/stable-diffusion-webui-rembg
                         " reattach=master
14:21:43-326569 DEBUG    Git submodule:
                         extensions-builtin/stable-diffusion-webui-rembg /
                         master
14:21:43-336593 DEBUG    Git detached head detected: folder="wiki"
                         reattach=master
14:21:43-337511 DEBUG    Git submodule: wiki / master
14:21:43-364999 DEBUG    Installed packages: 174
14:21:43-365576 DEBUG    Extensions all: ['sd-extension-chainner',
                         'sd-extension-system-info', 'sdnext-modernui',
                         'stable-diffusion-webui-rembg']
14:21:43-394140 DEBUG    Extension installer: builtin=True
                         file="/app/extensions-builtin/stable-diffusion-webui-re
                         mbg/install.py"
14:21:46-940113 INFO     Extension installed packages:
                         stable-diffusion-webui-rembg
                         ['opencv-python-headless==4.12.0.88', 'pooch==1.8.2',
                         'pymatting==1.1.14', 'rembg==2.0.67']
14:21:46-941087 INFO     Extensions enabled: ['sd-extension-chainner',
                         'sd-extension-system-info', 'sdnext-modernui',
                         'stable-diffusion-webui-rembg']
14:21:46-952833 INFO     Install: verifying requirements
14:21:46-955116 DEBUG    Setup complete without errors: 1759414907
14:21:46-957523 DEBUG    Extension preload: {'extensions-builtin': 0.0,
                         '/mnt/data/extensions': 0.0}
14:21:46-958387 INFO     Installer time: total=277.19 pip=102.69
                         requirements=47.81 install=36.22 torch=14.97 ipex=13.36
                         git=13.34 submodules=13.25 diffusers=11.05
                         transformers=8.80 base=5.17 packages=4.00
                         stable-diffusion-webui-rembg=3.55 onnx=2.58 latest=0.16
                         files=0.10 branch=0.06
14:21:46-959364 INFO     Command line args: ['-f', '--use-ipex', '--uv',
                         '--listen', '--insecure', '--api-log', '--log',
                         'sdnext.log'] f=True uv=True use_ipex=True
                         insecure=True listen=True log=sdnext.log args=[]
14:21:46-960057 DEBUG    Env flags: ['SD_VAE_DEBUG=true', 'SD_DOCKER=true',
                         'SD_DATADIR=/mnt/data', 'SD_MODELSDIR=/mnt/models']
14:21:46-960546 DEBUG    Linker flags: preload="None"
                         path=":/mnt/python/venv/lib/"
14:21:46-961027 DEBUG    Starting module: <module 'webui' from '/app/webui.py'>
14:21:52-472525 DEBUG    System: cores=22 affinity=22 threads=16
14:21:52-474247 INFO     Torch: torch==2.7.1+xpu torchvision==0.22.1+xpu
14:21:52-474728 INFO     Packages: diffusers==0.36.0.dev0 transformers==4.56.2
                         accelerate==1.10.1 gradio==3.43.2 pydantic==1.10.21
                         numpy==2.3.3
14:21:52-850006 DEBUG    ONNX: version=1.23.0,
                         available=['AzureExecutionProvider',
                         'CPUExecutionProvider']
14:21:52-920163 DEBUG    State initialized: id=136709158132896
14:21:53-831664 INFO     Device detect: memory=125.0 default=balanced
                         optimization=highvram
14:21:53-838787 DEBUG    Settings: fn="/mnt/data/config.json" created
14:21:53-840641 INFO     Engine: backend=Backend.DIFFUSERS compute=ipex
                         device=xpu attention="Scaled-Dot-Product" mode=no_grad
14:21:53-841458 DEBUG    Save: file="/mnt/data/config.json" json=0 bytes=2
                         time=0.002
14:21:53-842603 DEBUG    Read: file="html/reference.json" json=106 bytes=53223
                         time=0.000 fn=_call_with_frames_removed:<module>
14:21:53-843385 DEBUG    Torch attention: type="sdpa" flash=True memory=True
                         math=True
14:21:54-347712 INFO     Torch parameters: backend=ipex device=xpu config=Auto
                         dtype=torch.bfloat16 context=no_grad nohalf=False
                         nohalfvae=False upcast=False deterministic=False
                         tunable=[False, False] fp16=pass bf16=pass
                         optimization="Scaled-Dot-Product"
14:21:54-348863 INFO     Device: device=Intel(R) Arc(TM) Graphics n=1 ipex=
                         driver=1.6.35096+9
14:21:54-394243 TRACE    Trace: VAE
14:21:54-473654 DEBUG    Entering start sequence
14:21:54-474208 INFO     Base path: data="/mnt/data"
14:21:54-474595 INFO     Base path: models="/mnt/models"
14:21:54-474996 INFO     Create: folder="/mnt/models/Stable-diffusion"
14:21:54-475399 INFO     Create: folder="/mnt/models/Diffusers"
14:21:54-475773 INFO     Create: folder="/mnt/models/huggingface"
14:21:54-476141 INFO     Create: folder="/mnt/models/VAE"
14:21:54-476530 INFO     Create: folder="/mnt/models/UNET"
14:21:54-476903 INFO     Create: folder="/mnt/models/Text-encoder"
14:21:54-477500 INFO     Create: folder="/mnt/models/Lora"
14:21:54-477885 INFO     Create: folder="/mnt/models/tunable"
14:21:54-478251 INFO     Create: folder="/mnt/models/embeddings"
14:21:54-478631 INFO     Create: folder="/mnt/models/ONNX/temp"
14:21:54-479037 INFO     Create: folder="/mnt/data/outputs/text"
14:21:54-479422 INFO     Create: folder="/mnt/data/outputs/image"
14:21:54-479796 INFO     Create: folder="/mnt/data/outputs/control"
14:21:54-480201 INFO     Create: folder="/mnt/data/outputs/extras"
14:21:54-480585 INFO     Create: folder="/mnt/data/outputs/inputs"
14:21:54-480949 INFO     Create: folder="/mnt/data/outputs/grids"
14:21:54-481343 INFO     Create: folder="/mnt/data/outputs/save"
14:21:54-481711 INFO     Create: folder="/mnt/data/outputs/video"
14:21:54-482341 INFO     Create: folder="/mnt/models/yolo"
14:21:54-482714 INFO     Create: folder="/mnt/models/wildcards"
14:21:54-483195 DEBUG    Initializing
14:21:54-520191 INFO     Available VAEs: path="/mnt/models/VAE" items=0
14:21:54-520799 INFO     Available UNets: path="/mnt/models/UNET" items=0
14:21:54-521258 INFO     Available TEs: path="/mnt/models/Text-encoder" items=0
14:21:54-521818 INFO     Available Models:
                         safetensors="/mnt/models/Stable-diffusion":0
                         diffusers="/mnt/models/Diffusers":0 reference=106
                         items=0 time=0.00
14:21:54-534411 INFO     Available LoRAs: path="/mnt/models/Lora" items=0
                         folders=2 time=0.00
14:21:54-539670 INFO     Available Styles: path="/mnt/models/styles" items=288
                         time=0.00
14:21:54-541826 DEBUG    Install: package="basicsr" install required
14:21:57-859249 DEBUG    Install: package="gfpgan" install required
14:22:00-303207 INFO     Available Detailer: path="/mnt/models/yolo" items=11
                         downloaded=0
14:22:00-304138 DEBUG    Extensions: disabled=[]
14:22:00-304610 INFO     Load extensions
14:22:00-795505 DEBUG    Extensions init time: total=0.49 xyz_grid.py=0.18
                         stable-diffusion-webui-rembg=0.09
                         sd-extension-chainner=0.07
14:22:00-813362 DEBUG    Read: file="html/upscalers.json" json=4 bytes=2640
                         time=0.000 fn=__init__:__init__
14:22:00-814058 INFO     Upscaler create: folder="/mnt/models/chaiNNer"
14:22:00-814554 DEBUG    Read:
                         file="extensions-builtin/sd-extension-chainner/models.j
                         son" json=25 bytes=2803 time=0.000
                         fn=__init__:find_scalers
14:22:00-815407 DEBUG    Available chaiNNer: path="/mnt/models/chaiNNer"
                         defined=25 discovered=0 downloaded=0
14:22:00-816067 INFO     Upscaler create: folder="/mnt/models/RealESRGAN"
14:22:00-816717 INFO     Available Upscalers: items=72 downloaded=0 user=0
                         time=0.02 types=['None', 'Resize', 'Latent',
                         'AsymmetricVAE', 'DCC', 'VIPS', 'ChaiNNer', 'AuraSR',
                         'ESRGAN', 'RealESRGAN', 'SCUNet', 'Diffusion',
                         'SwinIR']
14:22:00-826361 DEBUG    Install: package="hf_transfer" install required
14:22:01-364069 INFO     Huggingface init: transfer=rust parallel=True
                         direct=False token="None"
                         cache="/mnt/models/huggingface"
14:22:01-364862 DEBUG    Huggingface cache: path="/mnt/models/huggingface"
                         size=0 MB
14:22:01-365439 DEBUG    UI start sequence
14:22:01-366741 INFO     UI locale: name="Auto"
14:22:01-367226 INFO     UI theme: type=Modern name="Default" available=35
14:22:01-367773 DEBUG    UI theme:
                         css="extensions-builtin/sdnext-modernui/themes/Default.
                         css" base="['base.css', 'timesheet.css']" user="None"
14:22:01-439430 DEBUG    UI initialize: tab=txt2img
14:22:01-460909 DEBUG    Networks: type="model" items=104 subfolders=4
                         tab=txt2img folders=['/mnt/models/Stable-diffusion',
                         'models/Reference', '/mnt/models/Stable-diffusion']
                         list=0.01 thumb=0.00 desc=0.00 info=0.00 workers=12
14:22:01-462379 DEBUG    Networks: type="lora" items=0 subfolders=1 tab=txt2img
                         folders=['/mnt/models/Lora'] list=0.01 thumb=0.01
                         desc=0.00 info=0.00 workers=12
14:22:01-467581 DEBUG    Networks: type="style" items=288 subfolders=3
                         tab=txt2img folders=['/mnt/models/styles', 'html']
                         list=0.01 thumb=0.00 desc=0.00 info=0.00 workers=12
14:22:01-470088 DEBUG    Networks: type="wildcards" items=0 subfolders=1
                         tab=txt2img folders=['/mnt/models/wildcards'] list=0.00
                         thumb=0.00 desc=0.00 info=0.00 workers=12
14:22:01-471061 DEBUG    Networks: type="embedding" items=0 subfolders=1
                         tab=txt2img folders=['/mnt/models/embeddings']
                         list=0.00 thumb=0.00 desc=0.00 info=0.00 workers=12
14:22:01-472019 DEBUG    Networks: type="vae" items=0 subfolders=1 tab=txt2img
                         folders=['/mnt/models/VAE'] list=0.00 thumb=0.00
                         desc=0.00 info=0.00 workers=12
14:22:01-472930 DEBUG    Networks: type="history" items=0 subfolders=1
                         tab=txt2img folders=[] list=0.00 thumb=0.00 desc=0.00
                         info=0.00 workers=12
14:22:01-833528 DEBUG    UI initialize: tab=img2img
14:22:01-977612 DEBUG    UI initialize: tab=control models="/mnt/models/control"
14:22:02-241457 DEBUG    UI initialize: tab=video
14:22:02-342434 DEBUG    UI initialize: tab=process
14:22:02-370804 DEBUG    UI initialize: tab=caption
14:22:02-442271 DEBUG    UI initialize: tab=models
14:22:02-488111 DEBUG    UI initialize: tab=gallery
14:22:02-512108 DEBUG    Reading failed: /mnt/data/ui-config.json [Errno 2] No
                         such file or directory: '/mnt/data/ui-config.json'
14:22:02-512713 DEBUG    UI initialize: tab=settings
14:22:02-515335 DEBUG    Settings: sections=23 settings=371/587 quicksettings=0
14:22:02-820299 DEBUG    UI initialize: tab=info
14:22:02-834256 DEBUG    UI initialize: tab=extensions
14:22:02-836909 INFO     Extension list is empty: refresh required
14:22:02-859799 DEBUG    Extension list: processed=3 installed=3 enabled=3
                         disabled=0 visible=3 hidden=0
14:22:03-227231 DEBUG    Save: file="/mnt/data/ui-config.json" json=0 bytes=2
                         time=0.000
14:22:03-269461 DEBUG    Root paths: ['/app', '/mnt/data', '/mnt/models']
14:22:03-349864 INFO     Local URL: http://localhost:7860/
14:22:03-350439 WARNING  Public URL: enabled without authentication
14:22:03-350844 WARNING  Public URL: enabled with insecure flag
14:22:03-351235 INFO     External URL: http://172.19.0.2:7860
14:22:03-507766 INFO     Public URL: http://xx.xx.xx.xx:7860
14:22:03-508286 INFO     API docs: http://localhost:7860/docs
14:22:03-508658 INFO     API redocs: http://localhost:7860/redocs
14:22:03-510130 DEBUG    API middleware: [<class
                         'starlette.middleware.base.BaseHTTPMiddleware'>, <class
                         'starlette.middleware.gzip.GZipMiddleware'>]
14:22:03-510720 DEBUG    API initialize
14:22:03-637255 DEBUG    Scripts setup: time=0.271 ['XYZ Grid:0.031']
14:22:03-638136 DEBUG    Model metadata: file="/mnt/data/metadata.json" no
                         changes
14:22:03-638651 INFO     Model: autoload=True selected="model.safetensors"
14:22:03-639815 DEBUG    Model requested: fn=threading.py:run:<lambda>
14:22:03-640847 ERROR    No models found
14:22:03-641442 INFO     Set system paths to use existing folders
14:22:03-642024 INFO       or use --models-dir <path-to-folder> to specify base
                         folder with all models
14:22:03-642721 INFO       or use --ckpt <path-to-checkpoint> to force using
                         specific model
14:22:03-643462 DEBUG    Cache clear
14:22:03-644778 DEBUG    Script init: ['system-info.py:app_started=0.05']
14:22:03-645267 INFO     Startup time: total=376.61 launch=120.26 loader=119.98
                         installer=119.97 detailer=5.76 torch=4.11
                         libraries=2.23 gradio=0.87 cleanup=0.54 extensions=0.49
                         ui-defaults=0.36 ui-txt2img=0.34 ui-extensions=0.34
                         ui-networks=0.24 bnb=0.20 ui-control=0.19
                         ui-img2img=0.11 ui-models=0.10 ui-video=0.08 api=0.07
                         diffusers=0.07 app-started=0.05
14:22:03-648495 DEBUG    Save: file="/mnt/data/config.json" json=12 bytes=618
                         time=0.004
14:22:09-443940 INFO     API user=None code=200 http/1.1 GET /sdapi/v1/version
                         172.19.0.1 0.0004
14:22:09-446849 DEBUG    UI: connected
14:22:11-818033 INFO     API user=None code=200 http/1.1 GET /sdapi/v1/version
                         172.19.0.1 0.0017
14:22:11-819108 DEBUG    UI: connected
Code Block
(venv) root@97698f11112d:/app# /mnt/python/venv/bin/huggingface-cli login

    _|    _|  _|    _|    _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|_|_|_|    _|_|      _|_|_|  _|_|_|_|
    _|    _|  _|    _|  _|        _|          _|    _|_|    _|  _|            _|        _|    _|  _|        _|
    _|_|_|_|  _|    _|  _|  _|_|  _|  _|_|    _|    _|  _|  _|  _|  _|_|      _|_|_|    _|_|_|_|  _|        _|_|_|
    _|    _|  _|    _|  _|    _|  _|    _|    _|    _|    _|_|  _|    _|      _|        _|    _|  _|        _|
    _|    _|    _|_|      _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|        _|    _|    _|_|_|  _|_|_|_|

    A token is already saved on your machine. Run `huggingface-cli whoami` to get more information or `huggingface-cli logout` if you want to log out.
    Setting a new token will erase the existing one.
    To log in, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens .
Enter your token (input will not be visible): PUT HERE YOUR hf_.............
Add token as git credential? (Y/n) y
Token is valid (permission: write).
The token `SDNext` has been saved to /root/.cache/huggingface/stored_tokens
Cannot authenticate through git-credential as no helper is defined on your machine.
You might have to re-authenticate when pushing to the Hugging Face Hub.
Run the following command in your terminal in case you want to set the 'store' credential helper as default.

git config --global credential.helper store

Read https://git-scm.com/book/en/v2/Git-Tools-Credential-Storage for more details.
Token has not been saved to git credential helper.
Your token has been saved to /root/.cache/huggingface/token
Login successful.
The current active token is: `SDNext`