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  1. ComfyUI/.ci/update_windows/update.py +110 -0
  2. ComfyUI/.ci/update_windows/update_comfyui.bat +8 -0
  3. ComfyUI/.ci/windows_base_files/README_VERY_IMPORTANT.txt +31 -0
  4. ComfyUI/.ci/windows_base_files/run_cpu.bat +2 -0
  5. ComfyUI/.ci/windows_base_files/run_nvidia_gpu.bat +2 -0
  6. ComfyUI/.github/ISSUE_TEMPLATE/bug-report.yml +45 -0
  7. ComfyUI/.github/ISSUE_TEMPLATE/config.yml +8 -0
  8. ComfyUI/.github/ISSUE_TEMPLATE/feature-request.yml +32 -0
  9. ComfyUI/.github/ISSUE_TEMPLATE/user-support.yml +32 -0
  10. ComfyUI/.github/workflows/test-browser.yml +63 -0
  11. ComfyUI/.github/workflows/test-build.yml +31 -0
  12. ComfyUI/.github/workflows/test-ui.yaml +26 -0
  13. ComfyUI/.github/workflows/windows_release_dependencies.yml +66 -0
  14. ComfyUI/.github/workflows/windows_release_nightly_pytorch.yml +90 -0
  15. ComfyUI/.github/workflows/windows_release_package.yml +100 -0
  16. ComfyUI/.gitignore +20 -0
  17. ComfyUI/CODEOWNERS +1 -0
  18. ComfyUI/LICENSE +674 -0
  19. ComfyUI/README.md +236 -0
  20. ComfyUI/__pycache__/cuda_malloc.cpython-310.pyc +0 -0
  21. ComfyUI/__pycache__/execution.cpython-310.pyc +0 -0
  22. ComfyUI/__pycache__/folder_paths.cpython-310.pyc +0 -0
  23. ComfyUI/__pycache__/latent_preview.cpython-310.pyc +0 -0
  24. ComfyUI/__pycache__/node_helpers.cpython-310.pyc +0 -0
  25. ComfyUI/__pycache__/nodes.cpython-310.pyc +0 -0
  26. ComfyUI/__pycache__/server.cpython-310.pyc +0 -0
  27. ComfyUI/app/__pycache__/app_settings.cpython-310.pyc +0 -0
  28. ComfyUI/app/__pycache__/user_manager.cpython-310.pyc +0 -0
  29. ComfyUI/app/app_settings.py +54 -0
  30. ComfyUI/app/user_manager.py +205 -0
  31. ComfyUI/comfy/__pycache__/checkpoint_pickle.cpython-310.pyc +0 -0
  32. ComfyUI/comfy/__pycache__/cli_args.cpython-310.pyc +0 -0
  33. ComfyUI/comfy/__pycache__/clip_model.cpython-310.pyc +0 -0
  34. ComfyUI/comfy/__pycache__/clip_vision.cpython-310.pyc +0 -0
  35. ComfyUI/comfy/__pycache__/conds.cpython-310.pyc +0 -0
  36. ComfyUI/comfy/__pycache__/controlnet.cpython-310.pyc +0 -0
  37. ComfyUI/comfy/__pycache__/diffusers_convert.cpython-310.pyc +0 -0
  38. ComfyUI/comfy/__pycache__/diffusers_load.cpython-310.pyc +0 -0
  39. ComfyUI/comfy/__pycache__/gligen.cpython-310.pyc +0 -0
  40. ComfyUI/comfy/__pycache__/latent_formats.cpython-310.pyc +0 -0
  41. ComfyUI/comfy/__pycache__/lora.cpython-310.pyc +0 -0
  42. ComfyUI/comfy/__pycache__/model_base.cpython-310.pyc +0 -0
  43. ComfyUI/comfy/__pycache__/model_detection.cpython-310.pyc +0 -0
  44. ComfyUI/comfy/__pycache__/model_management.cpython-310.pyc +0 -0
  45. ComfyUI/comfy/__pycache__/model_patcher.cpython-310.pyc +0 -0
  46. ComfyUI/comfy/__pycache__/model_sampling.cpython-310.pyc +0 -0
  47. ComfyUI/comfy/__pycache__/ops.cpython-310.pyc +0 -0
  48. ComfyUI/comfy/__pycache__/options.cpython-310.pyc +0 -0
  49. ComfyUI/comfy/__pycache__/sa_t5.cpython-310.pyc +0 -0
  50. ComfyUI/comfy/__pycache__/sample.cpython-310.pyc +0 -0
ComfyUI/.ci/update_windows/update.py ADDED
@@ -0,0 +1,110 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pygit2
2
+ from datetime import datetime
3
+ import sys
4
+ import os
5
+ import shutil
6
+ import filecmp
7
+
8
+ def pull(repo, remote_name='origin', branch='master'):
9
+ for remote in repo.remotes:
10
+ if remote.name == remote_name:
11
+ remote.fetch()
12
+ remote_master_id = repo.lookup_reference('refs/remotes/origin/%s' % (branch)).target
13
+ merge_result, _ = repo.merge_analysis(remote_master_id)
14
+ # Up to date, do nothing
15
+ if merge_result & pygit2.GIT_MERGE_ANALYSIS_UP_TO_DATE:
16
+ return
17
+ # We can just fastforward
18
+ elif merge_result & pygit2.GIT_MERGE_ANALYSIS_FASTFORWARD:
19
+ repo.checkout_tree(repo.get(remote_master_id))
20
+ try:
21
+ master_ref = repo.lookup_reference('refs/heads/%s' % (branch))
22
+ master_ref.set_target(remote_master_id)
23
+ except KeyError:
24
+ repo.create_branch(branch, repo.get(remote_master_id))
25
+ repo.head.set_target(remote_master_id)
26
+ elif merge_result & pygit2.GIT_MERGE_ANALYSIS_NORMAL:
27
+ repo.merge(remote_master_id)
28
+
29
+ if repo.index.conflicts is not None:
30
+ for conflict in repo.index.conflicts:
31
+ print('Conflicts found in:', conflict[0].path)
32
+ raise AssertionError('Conflicts, ahhhhh!!')
33
+
34
+ user = repo.default_signature
35
+ tree = repo.index.write_tree()
36
+ commit = repo.create_commit('HEAD',
37
+ user,
38
+ user,
39
+ 'Merge!',
40
+ tree,
41
+ [repo.head.target, remote_master_id])
42
+ # We need to do this or git CLI will think we are still merging.
43
+ repo.state_cleanup()
44
+ else:
45
+ raise AssertionError('Unknown merge analysis result')
46
+
47
+ pygit2.option(pygit2.GIT_OPT_SET_OWNER_VALIDATION, 0)
48
+ repo_path = str(sys.argv[1])
49
+ repo = pygit2.Repository(repo_path)
50
+ ident = pygit2.Signature('comfyui', 'comfy@ui')
51
+ try:
52
+ print("stashing current changes")
53
+ repo.stash(ident)
54
+ except KeyError:
55
+ print("nothing to stash")
56
+ backup_branch_name = 'backup_branch_{}'.format(datetime.today().strftime('%Y-%m-%d_%H_%M_%S'))
57
+ print("creating backup branch: {}".format(backup_branch_name))
58
+ try:
59
+ repo.branches.local.create(backup_branch_name, repo.head.peel())
60
+ except:
61
+ pass
62
+
63
+ print("checking out master branch")
64
+ branch = repo.lookup_branch('master')
65
+ ref = repo.lookup_reference(branch.name)
66
+ repo.checkout(ref)
67
+
68
+ print("pulling latest changes")
69
+ pull(repo)
70
+
71
+ print("Done!")
72
+
73
+ self_update = True
74
+ if len(sys.argv) > 2:
75
+ self_update = '--skip_self_update' not in sys.argv
76
+
77
+ update_py_path = os.path.realpath(__file__)
78
+ repo_update_py_path = os.path.join(repo_path, ".ci/update_windows/update.py")
79
+
80
+ cur_path = os.path.dirname(update_py_path)
81
+
82
+
83
+ req_path = os.path.join(cur_path, "current_requirements.txt")
84
+ repo_req_path = os.path.join(repo_path, "requirements.txt")
85
+
86
+
87
+ def files_equal(file1, file2):
88
+ try:
89
+ return filecmp.cmp(file1, file2, shallow=False)
90
+ except:
91
+ return False
92
+
93
+ def file_size(f):
94
+ try:
95
+ return os.path.getsize(f)
96
+ except:
97
+ return 0
98
+
99
+
100
+ if self_update and not files_equal(update_py_path, repo_update_py_path) and file_size(repo_update_py_path) > 10:
101
+ shutil.copy(repo_update_py_path, os.path.join(cur_path, "update_new.py"))
102
+ exit()
103
+
104
+ if not os.path.exists(req_path) or not files_equal(repo_req_path, req_path):
105
+ import subprocess
106
+ try:
107
+ subprocess.check_call([sys.executable, '-s', '-m', 'pip', 'install', '-r', repo_req_path])
108
+ shutil.copy(repo_req_path, req_path)
109
+ except:
110
+ pass
ComfyUI/.ci/update_windows/update_comfyui.bat ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ @echo off
2
+ ..\python_embeded\python.exe .\update.py ..\ComfyUI\
3
+ if exist update_new.py (
4
+ move /y update_new.py update.py
5
+ echo Running updater again since it got updated.
6
+ ..\python_embeded\python.exe .\update.py ..\ComfyUI\ --skip_self_update
7
+ )
8
+ if "%~1"=="" pause
ComfyUI/.ci/windows_base_files/README_VERY_IMPORTANT.txt ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ HOW TO RUN:
2
+
3
+ if you have a NVIDIA gpu:
4
+
5
+ run_nvidia_gpu.bat
6
+
7
+
8
+
9
+ To run it in slow CPU mode:
10
+
11
+ run_cpu.bat
12
+
13
+
14
+
15
+ IF YOU GET A RED ERROR IN THE UI MAKE SURE YOU HAVE A MODEL/CHECKPOINT IN: ComfyUI\models\checkpoints
16
+
17
+ You can download the stable diffusion 1.5 one from: https://huggingface.co/runwayml/stable-diffusion-v1-5/blob/main/v1-5-pruned-emaonly.ckpt
18
+
19
+
20
+ RECOMMENDED WAY TO UPDATE:
21
+ To update the ComfyUI code: update\update_comfyui.bat
22
+
23
+
24
+
25
+ To update ComfyUI with the python dependencies, note that you should ONLY run this if you have issues with python dependencies.
26
+ update\update_comfyui_and_python_dependencies.bat
27
+
28
+
29
+ TO SHARE MODELS BETWEEN COMFYUI AND ANOTHER UI:
30
+ In the ComfyUI directory you will find a file: extra_model_paths.yaml.example
31
+ Rename this file to: extra_model_paths.yaml and edit it with your favorite text editor.
ComfyUI/.ci/windows_base_files/run_cpu.bat ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ .\python_embeded\python.exe -s ComfyUI\main.py --cpu --windows-standalone-build
2
+ pause
ComfyUI/.ci/windows_base_files/run_nvidia_gpu.bat ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ .\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build
2
+ pause
ComfyUI/.github/ISSUE_TEMPLATE/bug-report.yml ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Bug Report
2
+ description: "Something is broken inside of ComfyUI. (Do not use this if you're just having issues and need help, or if the issue relates to a custom node)"
3
+ labels: [ "Potential Bug" ]
4
+ body:
5
+ - type: markdown
6
+ attributes:
7
+ value: |
8
+ Before submitting a **Bug Report**, please ensure the following:
9
+
10
+ **1:** You are running the latest version of ComfyUI.
11
+ **2:** You have looked at the existing bug reports and made sure this isn't already reported.
12
+ **3:** This is an actual bug in ComfyUI, not just a support question and not caused by an custom node. A bug is when you can specify exact steps to replicate what went wrong and others will be able to repeat your steps and see the same issue happen.
13
+
14
+ If unsure, ask on the [ComfyUI Matrix Space](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) or the [Comfy Org Discord](https://discord.gg/comfyorg) first.
15
+ - type: textarea
16
+ attributes:
17
+ label: Expected Behavior
18
+ description: "What you expected to happen."
19
+ validations:
20
+ required: true
21
+ - type: textarea
22
+ attributes:
23
+ label: Actual Behavior
24
+ description: "What actually happened. Please include a screenshot of the issue if possible."
25
+ validations:
26
+ required: true
27
+ - type: textarea
28
+ attributes:
29
+ label: Steps to Reproduce
30
+ description: "Describe how to reproduce the issue. Please be sure to attach a workflow JSON or PNG, ideally one that doesn't require custom nodes to test. If the bug open happens when certain custom nodes are used, most likely that custom node is what has the bug rather than ComfyUI, in which case it should be reported to the node's author."
31
+ validations:
32
+ required: true
33
+ - type: textarea
34
+ attributes:
35
+ label: Debug Logs
36
+ description: "Please copy the output from your terminal logs here."
37
+ render: powershell
38
+ validations:
39
+ required: true
40
+ - type: textarea
41
+ attributes:
42
+ label: Other
43
+ description: "Any other additional information you think might be helpful."
44
+ validations:
45
+ required: false
ComfyUI/.github/ISSUE_TEMPLATE/config.yml ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ blank_issues_enabled: true
2
+ contact_links:
3
+ - name: ComfyUI Matrix Space
4
+ url: https://app.element.io/#/room/%23comfyui_space%3Amatrix.org
5
+ about: The ComfyUI Matrix Space is available for support and general discussion related to ComfyUI (Matrix is like Discord but open source).
6
+ - name: Comfy Org Discord
7
+ url: https://discord.gg/comfyorg
8
+ about: The Comfy Org Discord is available for support and general discussion related to ComfyUI.
ComfyUI/.github/ISSUE_TEMPLATE/feature-request.yml ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Feature Request
2
+ description: "You have an idea for something new you would like to see added to ComfyUI's core."
3
+ labels: [ "Feature" ]
4
+ body:
5
+ - type: markdown
6
+ attributes:
7
+ value: |
8
+ Before submitting a **Feature Request**, please ensure the following:
9
+
10
+ **1:** You are running the latest version of ComfyUI.
11
+ **2:** You have looked to make sure there is not already a feature that does what you need, and there is not already a Feature Request listed for the same idea.
12
+ **3:** This is something that makes sense to add to ComfyUI Core, and wouldn't make more sense as a custom node.
13
+
14
+ If unsure, ask on the [ComfyUI Matrix Space](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) or the [Comfy Org Discord](https://discord.gg/comfyorg) first.
15
+ - type: textarea
16
+ attributes:
17
+ label: Feature Idea
18
+ description: "Describe the feature you want to see."
19
+ validations:
20
+ required: true
21
+ - type: textarea
22
+ attributes:
23
+ label: Existing Solutions
24
+ description: "Please search through available custom nodes / extensions to see if there are existing custom solutions for this. If so, please link the options you found here as a reference."
25
+ validations:
26
+ required: false
27
+ - type: textarea
28
+ attributes:
29
+ label: Other
30
+ description: "Any other additional information you think might be helpful."
31
+ validations:
32
+ required: false
ComfyUI/.github/ISSUE_TEMPLATE/user-support.yml ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: User Support
2
+ description: "Use this if you need help with something, or you're experiencing an issue."
3
+ labels: [ "User Support" ]
4
+ body:
5
+ - type: markdown
6
+ attributes:
7
+ value: |
8
+ Before submitting a **User Report** issue, please ensure the following:
9
+
10
+ **1:** You are running the latest version of ComfyUI.
11
+ **2:** You have made an effort to find public answers to your question before asking here. In other words, you googled it first, and scrolled through recent help topics.
12
+
13
+ If unsure, ask on the [ComfyUI Matrix Space](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) or the [Comfy Org Discord](https://discord.gg/comfyorg) first.
14
+ - type: textarea
15
+ attributes:
16
+ label: Your question
17
+ description: "Post your question here. Please be as detailed as possible."
18
+ validations:
19
+ required: true
20
+ - type: textarea
21
+ attributes:
22
+ label: Logs
23
+ description: "If your question relates to an issue you're experiencing, please go to `Server` -> `Logs` -> potentially set `View Type` to `Debug` as well, then copypaste all the text into here."
24
+ render: powershell
25
+ validations:
26
+ required: false
27
+ - type: textarea
28
+ attributes:
29
+ label: Other
30
+ description: "Any other additional information you think might be helpful."
31
+ validations:
32
+ required: false
ComfyUI/.github/workflows/test-browser.yml ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # This is a temporary action during frontend TS migration.
2
+ # This file should be removed after TS migration is completed.
3
+ # The browser test is here to ensure TS repo is working the same way as the
4
+ # current JS code.
5
+ # If you are adding UI feature, please sync your changes to the TS repo:
6
+ # huchenlei/ComfyUI_frontend and update test expectation files accordingly.
7
+ name: Playwright Browser Tests CI
8
+
9
+ on:
10
+ push:
11
+ branches: [ main, master ]
12
+ pull_request:
13
+ branches: [ main, master ]
14
+
15
+ jobs:
16
+ test:
17
+ runs-on: ubuntu-latest
18
+ steps:
19
+ - name: Checkout ComfyUI
20
+ uses: actions/checkout@v4
21
+ with:
22
+ repository: "comfyanonymous/ComfyUI"
23
+ path: "ComfyUI"
24
+ - name: Checkout ComfyUI_frontend
25
+ uses: actions/checkout@v4
26
+ with:
27
+ repository: "huchenlei/ComfyUI_frontend"
28
+ path: "ComfyUI_frontend"
29
+ ref: "fcc54d803e5b6a9b08a462a1d94899318c96dcbb"
30
+ - uses: actions/setup-node@v3
31
+ with:
32
+ node-version: lts/*
33
+ - uses: actions/setup-python@v4
34
+ with:
35
+ python-version: '3.10'
36
+ - name: Install requirements
37
+ run: |
38
+ python -m pip install --upgrade pip
39
+ pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
40
+ pip install -r requirements.txt
41
+ pip install wait-for-it
42
+ working-directory: ComfyUI
43
+ - name: Start ComfyUI server
44
+ run: |
45
+ python main.py --cpu &
46
+ wait-for-it --service 127.0.0.1:8188 -t 600
47
+ working-directory: ComfyUI
48
+ - name: Install ComfyUI_frontend dependencies
49
+ run: |
50
+ npm ci
51
+ working-directory: ComfyUI_frontend
52
+ - name: Install Playwright Browsers
53
+ run: npx playwright install --with-deps
54
+ working-directory: ComfyUI_frontend
55
+ - name: Run Playwright tests
56
+ run: npx playwright test
57
+ working-directory: ComfyUI_frontend
58
+ - uses: actions/upload-artifact@v4
59
+ if: always()
60
+ with:
61
+ name: playwright-report
62
+ path: ComfyUI_frontend/playwright-report/
63
+ retention-days: 30
ComfyUI/.github/workflows/test-build.yml ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Build package
2
+
3
+ #
4
+ # This workflow is a test of the python package build.
5
+ # Install Python dependencies across different Python versions.
6
+ #
7
+
8
+ on:
9
+ push:
10
+ paths:
11
+ - "requirements.txt"
12
+ - ".github/workflows/test-build.yml"
13
+
14
+ jobs:
15
+ build:
16
+ name: Build Test
17
+ runs-on: ubuntu-latest
18
+ strategy:
19
+ fail-fast: false
20
+ matrix:
21
+ python-version: ["3.8", "3.9", "3.10", "3.11"]
22
+ steps:
23
+ - uses: actions/checkout@v4
24
+ - name: Set up Python ${{ matrix.python-version }}
25
+ uses: actions/setup-python@v4
26
+ with:
27
+ python-version: ${{ matrix.python-version }}
28
+ - name: Install dependencies
29
+ run: |
30
+ python -m pip install --upgrade pip
31
+ pip install -r requirements.txt
ComfyUI/.github/workflows/test-ui.yaml ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: Tests CI
2
+
3
+ on: [push, pull_request]
4
+
5
+ jobs:
6
+ test:
7
+ runs-on: ubuntu-latest
8
+ steps:
9
+ - uses: actions/checkout@v4
10
+ - uses: actions/setup-node@v3
11
+ with:
12
+ node-version: 18
13
+ - uses: actions/setup-python@v4
14
+ with:
15
+ python-version: '3.10'
16
+ - name: Install requirements
17
+ run: |
18
+ python -m pip install --upgrade pip
19
+ pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
20
+ pip install -r requirements.txt
21
+ - name: Run Tests
22
+ run: |
23
+ npm ci
24
+ npm run test:generate
25
+ npm test -- --verbose
26
+ working-directory: ./tests-ui
ComfyUI/.github/workflows/windows_release_dependencies.yml ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: "Windows Release dependencies"
2
+
3
+ on:
4
+ workflow_dispatch:
5
+ inputs:
6
+ xformers:
7
+ description: 'xformers version'
8
+ required: false
9
+ type: string
10
+ default: ""
11
+ cu:
12
+ description: 'cuda version'
13
+ required: true
14
+ type: string
15
+ default: "121"
16
+
17
+ python_minor:
18
+ description: 'python minor version'
19
+ required: true
20
+ type: string
21
+ default: "11"
22
+
23
+ python_patch:
24
+ description: 'python patch version'
25
+ required: true
26
+ type: string
27
+ default: "8"
28
+ # push:
29
+ # branches:
30
+ # - master
31
+
32
+ jobs:
33
+ build_dependencies:
34
+ runs-on: windows-latest
35
+ steps:
36
+ - uses: actions/checkout@v3
37
+ - uses: actions/setup-python@v4
38
+ with:
39
+ python-version: 3.${{ inputs.python_minor }}.${{ inputs.python_patch }}
40
+
41
+ - shell: bash
42
+ run: |
43
+ echo "@echo off
44
+ call update_comfyui.bat nopause
45
+ echo -
46
+ echo This will try to update pytorch and all python dependencies.
47
+ echo -
48
+ echo If you just want to update normally, close this and run update_comfyui.bat instead.
49
+ echo -
50
+ pause
51
+ ..\python_embeded\python.exe -s -m pip install --upgrade torch torchvision torchaudio ${{ inputs.xformers }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2
52
+ pause" > update_comfyui_and_python_dependencies.bat
53
+
54
+ python -m pip wheel --no-cache-dir torch torchvision torchaudio ${{ inputs.xformers }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r requirements.txt pygit2 -w ./temp_wheel_dir
55
+ python -m pip install --no-cache-dir ./temp_wheel_dir/*
56
+ echo installed basic
57
+ ls -lah temp_wheel_dir
58
+ mv temp_wheel_dir cu${{ inputs.cu }}_python_deps
59
+ tar cf cu${{ inputs.cu }}_python_deps.tar cu${{ inputs.cu }}_python_deps
60
+
61
+ - uses: actions/cache/save@v3
62
+ with:
63
+ path: |
64
+ cu${{ inputs.cu }}_python_deps.tar
65
+ update_comfyui_and_python_dependencies.bat
66
+ key: ${{ runner.os }}-build-cu${{ inputs.cu }}-${{ inputs.python_minor }}
ComfyUI/.github/workflows/windows_release_nightly_pytorch.yml ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: "Windows Release Nightly pytorch"
2
+
3
+ on:
4
+ workflow_dispatch:
5
+ inputs:
6
+ cu:
7
+ description: 'cuda version'
8
+ required: true
9
+ type: string
10
+ default: "124"
11
+
12
+ python_minor:
13
+ description: 'python minor version'
14
+ required: true
15
+ type: string
16
+ default: "12"
17
+
18
+ python_patch:
19
+ description: 'python patch version'
20
+ required: true
21
+ type: string
22
+ default: "3"
23
+ # push:
24
+ # branches:
25
+ # - master
26
+
27
+ jobs:
28
+ build:
29
+ permissions:
30
+ contents: "write"
31
+ packages: "write"
32
+ pull-requests: "read"
33
+ runs-on: windows-latest
34
+ steps:
35
+ - uses: actions/checkout@v3
36
+ with:
37
+ fetch-depth: 0
38
+ persist-credentials: false
39
+ - uses: actions/setup-python@v4
40
+ with:
41
+ python-version: 3.${{ inputs.python_minor }}.${{ inputs.python_patch }}
42
+ - shell: bash
43
+ run: |
44
+ cd ..
45
+ cp -r ComfyUI ComfyUI_copy
46
+ curl https://www.python.org/ftp/python/3.${{ inputs.python_minor }}.${{ inputs.python_patch }}/python-3.${{ inputs.python_minor }}.${{ inputs.python_patch }}-embed-amd64.zip -o python_embeded.zip
47
+ unzip python_embeded.zip -d python_embeded
48
+ cd python_embeded
49
+ echo 'import site' >> ./python3${{ inputs.python_minor }}._pth
50
+ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
51
+ ./python.exe get-pip.py
52
+ python -m pip wheel torch torchvision torchaudio mpmath==1.3.0 numpy==1.26.4 --pre --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2 -w ../temp_wheel_dir
53
+ ls ../temp_wheel_dir
54
+ ./python.exe -s -m pip install --pre ../temp_wheel_dir/*
55
+ sed -i '1i../ComfyUI' ./python3${{ inputs.python_minor }}._pth
56
+ cd ..
57
+
58
+ git clone https://github.com/comfyanonymous/taesd
59
+ cp taesd/*.pth ./ComfyUI_copy/models/vae_approx/
60
+
61
+ mkdir ComfyUI_windows_portable_nightly_pytorch
62
+ mv python_embeded ComfyUI_windows_portable_nightly_pytorch
63
+ mv ComfyUI_copy ComfyUI_windows_portable_nightly_pytorch/ComfyUI
64
+
65
+ cd ComfyUI_windows_portable_nightly_pytorch
66
+
67
+ mkdir update
68
+ cp -r ComfyUI/.ci/update_windows/* ./update/
69
+ cp -r ComfyUI/.ci/windows_base_files/* ./
70
+
71
+ echo "call update_comfyui.bat nopause
72
+ ..\python_embeded\python.exe -s -m pip install --upgrade --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2
73
+ pause" > ./update/update_comfyui_and_python_dependencies.bat
74
+ cd ..
75
+
76
+ "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma -mx=8 -mfb=64 -md=32m -ms=on -mf=BCJ2 ComfyUI_windows_portable_nightly_pytorch.7z ComfyUI_windows_portable_nightly_pytorch
77
+ mv ComfyUI_windows_portable_nightly_pytorch.7z ComfyUI/ComfyUI_windows_portable_nvidia_or_cpu_nightly_pytorch.7z
78
+
79
+ cd ComfyUI_windows_portable_nightly_pytorch
80
+ python_embeded/python.exe -s ComfyUI/main.py --quick-test-for-ci --cpu
81
+
82
+ ls
83
+
84
+ - name: Upload binaries to release
85
+ uses: svenstaro/upload-release-action@v2
86
+ with:
87
+ repo_token: ${{ secrets.GITHUB_TOKEN }}
88
+ file: ComfyUI_windows_portable_nvidia_or_cpu_nightly_pytorch.7z
89
+ tag: "latest"
90
+ overwrite: true
ComfyUI/.github/workflows/windows_release_package.yml ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: "Windows Release packaging"
2
+
3
+ on:
4
+ workflow_dispatch:
5
+ inputs:
6
+ cu:
7
+ description: 'cuda version'
8
+ required: true
9
+ type: string
10
+ default: "121"
11
+
12
+ python_minor:
13
+ description: 'python minor version'
14
+ required: true
15
+ type: string
16
+ default: "11"
17
+
18
+ python_patch:
19
+ description: 'python patch version'
20
+ required: true
21
+ type: string
22
+ default: "8"
23
+ # push:
24
+ # branches:
25
+ # - master
26
+
27
+ jobs:
28
+ package_comfyui:
29
+ permissions:
30
+ contents: "write"
31
+ packages: "write"
32
+ pull-requests: "read"
33
+ runs-on: windows-latest
34
+ steps:
35
+ - uses: actions/cache/restore@v3
36
+ id: cache
37
+ with:
38
+ path: |
39
+ cu${{ inputs.cu }}_python_deps.tar
40
+ update_comfyui_and_python_dependencies.bat
41
+ key: ${{ runner.os }}-build-cu${{ inputs.cu }}-${{ inputs.python_minor }}
42
+ - shell: bash
43
+ run: |
44
+ mv cu${{ inputs.cu }}_python_deps.tar ../
45
+ mv update_comfyui_and_python_dependencies.bat ../
46
+ cd ..
47
+ tar xf cu${{ inputs.cu }}_python_deps.tar
48
+ pwd
49
+ ls
50
+
51
+ - uses: actions/checkout@v3
52
+ with:
53
+ fetch-depth: 0
54
+ persist-credentials: false
55
+ - shell: bash
56
+ run: |
57
+ cd ..
58
+ cp -r ComfyUI ComfyUI_copy
59
+ curl https://www.python.org/ftp/python/3.${{ inputs.python_minor }}.${{ inputs.python_patch }}/python-3.${{ inputs.python_minor }}.${{ inputs.python_patch }}-embed-amd64.zip -o python_embeded.zip
60
+ unzip python_embeded.zip -d python_embeded
61
+ cd python_embeded
62
+ echo 'import site' >> ./python3${{ inputs.python_minor }}._pth
63
+ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
64
+ ./python.exe get-pip.py
65
+ ./python.exe -s -m pip install ../cu${{ inputs.cu }}_python_deps/*
66
+ sed -i '1i../ComfyUI' ./python3${{ inputs.python_minor }}._pth
67
+ cd ..
68
+
69
+ git clone https://github.com/comfyanonymous/taesd
70
+ cp taesd/*.pth ./ComfyUI_copy/models/vae_approx/
71
+
72
+ mkdir ComfyUI_windows_portable
73
+ mv python_embeded ComfyUI_windows_portable
74
+ mv ComfyUI_copy ComfyUI_windows_portable/ComfyUI
75
+
76
+ cd ComfyUI_windows_portable
77
+
78
+ mkdir update
79
+ cp -r ComfyUI/.ci/update_windows/* ./update/
80
+ cp -r ComfyUI/.ci/windows_base_files/* ./
81
+ cp ../update_comfyui_and_python_dependencies.bat ./update/
82
+
83
+ cd ..
84
+
85
+ "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma -mx=8 -mfb=64 -md=32m -ms=on -mf=BCJ2 ComfyUI_windows_portable.7z ComfyUI_windows_portable
86
+ mv ComfyUI_windows_portable.7z ComfyUI/new_ComfyUI_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z
87
+
88
+ cd ComfyUI_windows_portable
89
+ python_embeded/python.exe -s ComfyUI/main.py --quick-test-for-ci --cpu
90
+
91
+ ls
92
+
93
+ - name: Upload binaries to release
94
+ uses: svenstaro/upload-release-action@v2
95
+ with:
96
+ repo_token: ${{ secrets.GITHUB_TOKEN }}
97
+ file: new_ComfyUI_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z
98
+ tag: "latest"
99
+ overwrite: true
100
+
ComfyUI/.gitignore ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ __pycache__/
2
+ *.py[cod]
3
+ /output/
4
+ /input/
5
+ !/input/example.png
6
+ /models/
7
+ /temp/
8
+ /custom_nodes/
9
+ !custom_nodes/example_node.py.example
10
+ extra_model_paths.yaml
11
+ /.vs
12
+ .vscode/
13
+ .idea/
14
+ venv/
15
+ /web/extensions/*
16
+ !/web/extensions/logging.js.example
17
+ !/web/extensions/core/
18
+ /tests-ui/data/object_info.json
19
+ /user/
20
+ *.log
ComfyUI/CODEOWNERS ADDED
@@ -0,0 +1 @@
 
 
1
+ * @comfyanonymous
ComfyUI/LICENSE ADDED
@@ -0,0 +1,674 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ GNU GENERAL PUBLIC LICENSE
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+ Version 3, 29 June 2007
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+
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+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
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+ Everyone is permitted to copy and distribute verbatim copies
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ComfyUI/README.md ADDED
@@ -0,0 +1,236 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ComfyUI
2
+ =======
3
+ The most powerful and modular stable diffusion GUI and backend.
4
+ -----------
5
+ ![ComfyUI Screenshot](comfyui_screenshot.png)
6
+
7
+ This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. For some workflow examples and see what ComfyUI can do you can check out:
8
+ ### [ComfyUI Examples](https://comfyanonymous.github.io/ComfyUI_examples/)
9
+
10
+ ### [Installing ComfyUI](#installing)
11
+
12
+ ## Features
13
+ - Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything.
14
+ - Fully supports SD1.x, SD2.x, [SDXL](https://comfyanonymous.github.io/ComfyUI_examples/sdxl/), [Stable Video Diffusion](https://comfyanonymous.github.io/ComfyUI_examples/video/), [Stable Cascade](https://comfyanonymous.github.io/ComfyUI_examples/stable_cascade/) and [SD3](https://comfyanonymous.github.io/ComfyUI_examples/sd3/)
15
+ - Asynchronous Queue system
16
+ - Many optimizations: Only re-executes the parts of the workflow that changes between executions.
17
+ - Command line option: ```--lowvram``` to make it work on GPUs with less than 3GB vram (enabled automatically on GPUs with low vram)
18
+ - Works even if you don't have a GPU with: ```--cpu``` (slow)
19
+ - Can load ckpt, safetensors and diffusers models/checkpoints. Standalone VAEs and CLIP models.
20
+ - Embeddings/Textual inversion
21
+ - [Loras (regular, locon and loha)](https://comfyanonymous.github.io/ComfyUI_examples/lora/)
22
+ - [Hypernetworks](https://comfyanonymous.github.io/ComfyUI_examples/hypernetworks/)
23
+ - Loading full workflows (with seeds) from generated PNG files.
24
+ - Saving/Loading workflows as Json files.
25
+ - Nodes interface can be used to create complex workflows like one for [Hires fix](https://comfyanonymous.github.io/ComfyUI_examples/2_pass_txt2img/) or much more advanced ones.
26
+ - [Area Composition](https://comfyanonymous.github.io/ComfyUI_examples/area_composition/)
27
+ - [Inpainting](https://comfyanonymous.github.io/ComfyUI_examples/inpaint/) with both regular and inpainting models.
28
+ - [ControlNet and T2I-Adapter](https://comfyanonymous.github.io/ComfyUI_examples/controlnet/)
29
+ - [Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc...)](https://comfyanonymous.github.io/ComfyUI_examples/upscale_models/)
30
+ - [unCLIP Models](https://comfyanonymous.github.io/ComfyUI_examples/unclip/)
31
+ - [GLIGEN](https://comfyanonymous.github.io/ComfyUI_examples/gligen/)
32
+ - [Model Merging](https://comfyanonymous.github.io/ComfyUI_examples/model_merging/)
33
+ - [LCM models and Loras](https://comfyanonymous.github.io/ComfyUI_examples/lcm/)
34
+ - [SDXL Turbo](https://comfyanonymous.github.io/ComfyUI_examples/sdturbo/)
35
+ - Latent previews with [TAESD](#how-to-show-high-quality-previews)
36
+ - Starts up very fast.
37
+ - Works fully offline: will never download anything.
38
+ - [Config file](extra_model_paths.yaml.example) to set the search paths for models.
39
+
40
+ Workflow examples can be found on the [Examples page](https://comfyanonymous.github.io/ComfyUI_examples/)
41
+
42
+ ## Shortcuts
43
+
44
+ | Keybind | Explanation |
45
+ |------------------------------------|--------------------------------------------------------------------------------------------------------------------|
46
+ | Ctrl + Enter | Queue up current graph for generation |
47
+ | Ctrl + Shift + Enter | Queue up current graph as first for generation |
48
+ | Ctrl + Z/Ctrl + Y | Undo/Redo |
49
+ | Ctrl + S | Save workflow |
50
+ | Ctrl + O | Load workflow |
51
+ | Ctrl + A | Select all nodes |
52
+ | Alt + C | Collapse/uncollapse selected nodes |
53
+ | Ctrl + M | Mute/unmute selected nodes |
54
+ | Ctrl + B | Bypass selected nodes (acts like the node was removed from the graph and the wires reconnected through) |
55
+ | Delete/Backspace | Delete selected nodes |
56
+ | Ctrl + Backspace | Delete the current graph |
57
+ | Space | Move the canvas around when held and moving the cursor |
58
+ | Ctrl/Shift + Click | Add clicked node to selection |
59
+ | Ctrl + C/Ctrl + V | Copy and paste selected nodes (without maintaining connections to outputs of unselected nodes) |
60
+ | Ctrl + C/Ctrl + Shift + V | Copy and paste selected nodes (maintaining connections from outputs of unselected nodes to inputs of pasted nodes) |
61
+ | Shift + Drag | Move multiple selected nodes at the same time |
62
+ | Ctrl + D | Load default graph |
63
+ | Alt + `+` | Canvas Zoom in |
64
+ | Alt + `-` | Canvas Zoom out |
65
+ | Ctrl + Shift + LMB + Vertical drag | Canvas Zoom in/out |
66
+ | Q | Toggle visibility of the queue |
67
+ | H | Toggle visibility of history |
68
+ | R | Refresh graph |
69
+ | Double-Click LMB | Open node quick search palette |
70
+
71
+ Ctrl can also be replaced with Cmd instead for macOS users
72
+
73
+ # Installing
74
+
75
+ ## Windows
76
+
77
+ There is a portable standalone build for Windows that should work for running on Nvidia GPUs or for running on your CPU only on the [releases page](https://github.com/comfyanonymous/ComfyUI/releases).
78
+
79
+ ### [Direct link to download](https://github.com/comfyanonymous/ComfyUI/releases/download/latest/ComfyUI_windows_portable_nvidia_cu121_or_cpu.7z)
80
+
81
+ Simply download, extract with [7-Zip](https://7-zip.org) and run. Make sure you put your Stable Diffusion checkpoints/models (the huge ckpt/safetensors files) in: ComfyUI\models\checkpoints
82
+
83
+ If you have trouble extracting it, right click the file -> properties -> unblock
84
+
85
+ #### How do I share models between another UI and ComfyUI?
86
+
87
+ See the [Config file](extra_model_paths.yaml.example) to set the search paths for models. In the standalone windows build you can find this file in the ComfyUI directory. Rename this file to extra_model_paths.yaml and edit it with your favorite text editor.
88
+
89
+ ## Jupyter Notebook
90
+
91
+ To run it on services like paperspace, kaggle or colab you can use my [Jupyter Notebook](notebooks/comfyui_colab.ipynb)
92
+
93
+ ## Manual Install (Windows, Linux)
94
+
95
+ Git clone this repo.
96
+
97
+ Put your SD checkpoints (the huge ckpt/safetensors files) in: models/checkpoints
98
+
99
+ Put your VAE in: models/vae
100
+
101
+
102
+ ### AMD GPUs (Linux only)
103
+ AMD users can install rocm and pytorch with pip if you don't have it already installed, this is the command to install the stable version:
104
+
105
+ ```pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm6.0```
106
+
107
+ This is the command to install the nightly with ROCm 6.0 which might have some performance improvements:
108
+
109
+ ```pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/rocm6.1```
110
+
111
+ ### NVIDIA
112
+
113
+ Nvidia users should install stable pytorch using this command:
114
+
115
+ ```pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121```
116
+
117
+ This is the command to install pytorch nightly instead which might have performance improvements:
118
+
119
+ ```pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu124```
120
+
121
+ #### Troubleshooting
122
+
123
+ If you get the "Torch not compiled with CUDA enabled" error, uninstall torch with:
124
+
125
+ ```pip uninstall torch```
126
+
127
+ And install it again with the command above.
128
+
129
+ ### Dependencies
130
+
131
+ Install the dependencies by opening your terminal inside the ComfyUI folder and:
132
+
133
+ ```pip install -r requirements.txt```
134
+
135
+ After this you should have everything installed and can proceed to running ComfyUI.
136
+
137
+ ### Others:
138
+
139
+ #### Intel GPUs
140
+
141
+ Intel GPU support is available for all Intel GPUs supported by Intel's Extension for Pytorch (IPEX) with the support requirements listed in the [Installation](https://intel.github.io/intel-extension-for-pytorch/index.html#installation?platform=gpu) page. Choose your platform and method of install and follow the instructions. The steps are as follows:
142
+
143
+ 1. Start by installing the drivers or kernel listed or newer in the Installation page of IPEX linked above for Windows and Linux if needed.
144
+ 1. Follow the instructions to install [Intel's oneAPI Basekit](https://www.intel.com/content/www/us/en/developer/tools/oneapi/base-toolkit-download.html) for your platform.
145
+ 1. Install the packages for IPEX using the instructions provided in the Installation page for your platform.
146
+ 1. Follow the [ComfyUI manual installation](#manual-install-windows-linux) instructions for Windows and Linux and run ComfyUI normally as described above after everything is installed.
147
+
148
+ Additional discussion and help can be found [here](https://github.com/comfyanonymous/ComfyUI/discussions/476).
149
+
150
+ #### Apple Mac silicon
151
+
152
+ You can install ComfyUI in Apple Mac silicon (M1 or M2) with any recent macOS version.
153
+
154
+ 1. Install pytorch nightly. For instructions, read the [Accelerated PyTorch training on Mac](https://developer.apple.com/metal/pytorch/) Apple Developer guide (make sure to install the latest pytorch nightly).
155
+ 1. Follow the [ComfyUI manual installation](#manual-install-windows-linux) instructions for Windows and Linux.
156
+ 1. Install the ComfyUI [dependencies](#dependencies). If you have another Stable Diffusion UI [you might be able to reuse the dependencies](#i-already-have-another-ui-for-stable-diffusion-installed-do-i-really-have-to-install-all-of-these-dependencies).
157
+ 1. Launch ComfyUI by running `python main.py`
158
+
159
+ > **Note**: Remember to add your models, VAE, LoRAs etc. to the corresponding Comfy folders, as discussed in [ComfyUI manual installation](#manual-install-windows-linux).
160
+
161
+ #### DirectML (AMD Cards on Windows)
162
+
163
+ ```pip install torch-directml``` Then you can launch ComfyUI with: ```python main.py --directml```
164
+
165
+ ### I already have another UI for Stable Diffusion installed do I really have to install all of these dependencies?
166
+
167
+ You don't. If you have another UI installed and working with its own python venv you can use that venv to run ComfyUI. You can open up your favorite terminal and activate it:
168
+
169
+ ```source path_to_other_sd_gui/venv/bin/activate```
170
+
171
+ or on Windows:
172
+
173
+ With Powershell: ```"path_to_other_sd_gui\venv\Scripts\Activate.ps1"```
174
+
175
+ With cmd.exe: ```"path_to_other_sd_gui\venv\Scripts\activate.bat"```
176
+
177
+ And then you can use that terminal to run ComfyUI without installing any dependencies. Note that the venv folder might be called something else depending on the SD UI.
178
+
179
+ # Running
180
+
181
+ ```python main.py```
182
+
183
+ ### For AMD cards not officially supported by ROCm
184
+
185
+ Try running it with this command if you have issues:
186
+
187
+ For 6700, 6600 and maybe other RDNA2 or older: ```HSA_OVERRIDE_GFX_VERSION=10.3.0 python main.py```
188
+
189
+ For AMD 7600 and maybe other RDNA3 cards: ```HSA_OVERRIDE_GFX_VERSION=11.0.0 python main.py```
190
+
191
+ # Notes
192
+
193
+ Only parts of the graph that have an output with all the correct inputs will be executed.
194
+
195
+ Only parts of the graph that change from each execution to the next will be executed, if you submit the same graph twice only the first will be executed. If you change the last part of the graph only the part you changed and the part that depends on it will be executed.
196
+
197
+ Dragging a generated png on the webpage or loading one will give you the full workflow including seeds that were used to create it.
198
+
199
+ You can use () to change emphasis of a word or phrase like: (good code:1.2) or (bad code:0.8). The default emphasis for () is 1.1. To use () characters in your actual prompt escape them like \\( or \\).
200
+
201
+ You can use {day|night}, for wildcard/dynamic prompts. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test" by the frontend every time you queue the prompt. To use {} characters in your actual prompt escape them like: \\{ or \\}.
202
+
203
+ Dynamic prompts also support C-style comments, like `// comment` or `/* comment */`.
204
+
205
+ To use a textual inversion concepts/embeddings in a text prompt put them in the models/embeddings directory and use them in the CLIPTextEncode node like this (you can omit the .pt extension):
206
+
207
+ ```embedding:embedding_filename.pt```
208
+
209
+
210
+ ## How to show high-quality previews?
211
+
212
+ Use ```--preview-method auto``` to enable previews.
213
+
214
+ The default installation includes a fast latent preview method that's low-resolution. To enable higher-quality previews with [TAESD](https://github.com/madebyollin/taesd), download the [taesd_decoder.pth](https://github.com/madebyollin/taesd/raw/main/taesd_decoder.pth) (for SD1.x and SD2.x) and [taesdxl_decoder.pth](https://github.com/madebyollin/taesd/raw/main/taesdxl_decoder.pth) (for SDXL) models and place them in the `models/vae_approx` folder. Once they're installed, restart ComfyUI to enable high-quality previews.
215
+
216
+ ## How to use TLS/SSL?
217
+ Generate a self-signed certificate (not appropriate for shared/production use) and key by running the command: `openssl req -x509 -newkey rsa:4096 -keyout key.pem -out cert.pem -sha256 -days 3650 -nodes -subj "/C=XX/ST=StateName/L=CityName/O=CompanyName/OU=CompanySectionName/CN=CommonNameOrHostname"`
218
+
219
+ Use `--tls-keyfile key.pem --tls-certfile cert.pem` to enable TLS/SSL, the app will now be accessible with `https://...` instead of `http://...`.
220
+
221
+ > Note: Windows users can use [alexisrolland/docker-openssl](https://github.com/alexisrolland/docker-openssl) or one of the [3rd party binary distributions](https://wiki.openssl.org/index.php/Binaries) to run the command example above.
222
+ <br/><br/>If you use a container, note that the volume mount `-v` can be a relative path so `... -v ".\:/openssl-certs" ...` would create the key & cert files in the current directory of your command prompt or powershell terminal.
223
+
224
+ ## Support and dev channel
225
+
226
+ [Matrix space: #comfyui_space:matrix.org](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) (it's like discord but open source).
227
+
228
+ # QA
229
+
230
+ ### Why did you make this?
231
+
232
+ I wanted to learn how Stable Diffusion worked in detail. I also wanted something clean and powerful that would let me experiment with SD without restrictions.
233
+
234
+ ### Who is this for?
235
+
236
+ This is for anyone that wants to make complex workflows with SD or that wants to learn more how SD works. The interface follows closely how SD works and the code should be much more simple to understand than other SD UIs.
ComfyUI/__pycache__/cuda_malloc.cpython-310.pyc ADDED
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ComfyUI/app/app_settings.py ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ import json
3
+ from aiohttp import web
4
+
5
+
6
+ class AppSettings():
7
+ def __init__(self, user_manager):
8
+ self.user_manager = user_manager
9
+
10
+ def get_settings(self, request):
11
+ file = self.user_manager.get_request_user_filepath(
12
+ request, "comfy.settings.json")
13
+ if os.path.isfile(file):
14
+ with open(file) as f:
15
+ return json.load(f)
16
+ else:
17
+ return {}
18
+
19
+ def save_settings(self, request, settings):
20
+ file = self.user_manager.get_request_user_filepath(
21
+ request, "comfy.settings.json")
22
+ with open(file, "w") as f:
23
+ f.write(json.dumps(settings, indent=4))
24
+
25
+ def add_routes(self, routes):
26
+ @routes.get("/settings")
27
+ async def get_settings(request):
28
+ return web.json_response(self.get_settings(request))
29
+
30
+ @routes.get("/settings/{id}")
31
+ async def get_setting(request):
32
+ value = None
33
+ settings = self.get_settings(request)
34
+ setting_id = request.match_info.get("id", None)
35
+ if setting_id and setting_id in settings:
36
+ value = settings[setting_id]
37
+ return web.json_response(value)
38
+
39
+ @routes.post("/settings")
40
+ async def post_settings(request):
41
+ settings = self.get_settings(request)
42
+ new_settings = await request.json()
43
+ self.save_settings(request, {**settings, **new_settings})
44
+ return web.Response(status=200)
45
+
46
+ @routes.post("/settings/{id}")
47
+ async def post_setting(request):
48
+ setting_id = request.match_info.get("id", None)
49
+ if not setting_id:
50
+ return web.Response(status=400)
51
+ settings = self.get_settings(request)
52
+ settings[setting_id] = await request.json()
53
+ self.save_settings(request, settings)
54
+ return web.Response(status=200)
ComfyUI/app/user_manager.py ADDED
@@ -0,0 +1,205 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import json
2
+ import os
3
+ import re
4
+ import uuid
5
+ import glob
6
+ import shutil
7
+ from aiohttp import web
8
+ from comfy.cli_args import args
9
+ from folder_paths import user_directory
10
+ from .app_settings import AppSettings
11
+
12
+ default_user = "default"
13
+ users_file = os.path.join(user_directory, "users.json")
14
+
15
+
16
+ class UserManager():
17
+ def __init__(self):
18
+ global user_directory
19
+
20
+ self.settings = AppSettings(self)
21
+ if not os.path.exists(user_directory):
22
+ os.mkdir(user_directory)
23
+ if not args.multi_user:
24
+ print("****** User settings have been changed to be stored on the server instead of browser storage. ******")
25
+ print("****** For multi-user setups add the --multi-user CLI argument to enable multiple user profiles. ******")
26
+
27
+ if args.multi_user:
28
+ if os.path.isfile(users_file):
29
+ with open(users_file) as f:
30
+ self.users = json.load(f)
31
+ else:
32
+ self.users = {}
33
+ else:
34
+ self.users = {"default": "default"}
35
+
36
+ def get_request_user_id(self, request):
37
+ user = "default"
38
+ if args.multi_user and "comfy-user" in request.headers:
39
+ user = request.headers["comfy-user"]
40
+
41
+ if user not in self.users:
42
+ raise KeyError("Unknown user: " + user)
43
+
44
+ return user
45
+
46
+ def get_request_user_filepath(self, request, file, type="userdata", create_dir=True):
47
+ global user_directory
48
+
49
+ if type == "userdata":
50
+ root_dir = user_directory
51
+ else:
52
+ raise KeyError("Unknown filepath type:" + type)
53
+
54
+ user = self.get_request_user_id(request)
55
+ path = user_root = os.path.abspath(os.path.join(root_dir, user))
56
+
57
+ # prevent leaving /{type}
58
+ if os.path.commonpath((root_dir, user_root)) != root_dir:
59
+ return None
60
+
61
+ if file is not None:
62
+ # prevent leaving /{type}/{user}
63
+ path = os.path.abspath(os.path.join(user_root, file))
64
+ if os.path.commonpath((user_root, path)) != user_root:
65
+ return None
66
+
67
+ parent = os.path.split(path)[0]
68
+
69
+ if create_dir and not os.path.exists(parent):
70
+ os.makedirs(parent, exist_ok=True)
71
+
72
+ return path
73
+
74
+ def add_user(self, name):
75
+ name = name.strip()
76
+ if not name:
77
+ raise ValueError("username not provided")
78
+ user_id = re.sub("[^a-zA-Z0-9-_]+", '-', name)
79
+ user_id = user_id + "_" + str(uuid.uuid4())
80
+
81
+ self.users[user_id] = name
82
+
83
+ global users_file
84
+ with open(users_file, "w") as f:
85
+ json.dump(self.users, f)
86
+
87
+ return user_id
88
+
89
+ def add_routes(self, routes):
90
+ self.settings.add_routes(routes)
91
+
92
+ @routes.get("/users")
93
+ async def get_users(request):
94
+ if args.multi_user:
95
+ return web.json_response({"storage": "server", "users": self.users})
96
+ else:
97
+ user_dir = self.get_request_user_filepath(request, None, create_dir=False)
98
+ return web.json_response({
99
+ "storage": "server",
100
+ "migrated": os.path.exists(user_dir)
101
+ })
102
+
103
+ @routes.post("/users")
104
+ async def post_users(request):
105
+ body = await request.json()
106
+ username = body["username"]
107
+ if username in self.users.values():
108
+ return web.json_response({"error": "Duplicate username."}, status=400)
109
+
110
+ user_id = self.add_user(username)
111
+ return web.json_response(user_id)
112
+
113
+ @routes.get("/userdata")
114
+ async def listuserdata(request):
115
+ directory = request.rel_url.query.get('dir', '')
116
+ if not directory:
117
+ return web.Response(status=400)
118
+
119
+ path = self.get_request_user_filepath(request, directory)
120
+ if not path:
121
+ return web.Response(status=403)
122
+
123
+ if not os.path.exists(path):
124
+ return web.Response(status=404)
125
+
126
+ recurse = request.rel_url.query.get('recurse', '').lower() == "true"
127
+ results = glob.glob(os.path.join(
128
+ glob.escape(path), '**/*'), recursive=recurse)
129
+ results = [os.path.relpath(x, path) for x in results if os.path.isfile(x)]
130
+
131
+ split_path = request.rel_url.query.get('split', '').lower() == "true"
132
+ if split_path:
133
+ results = [[x] + x.split(os.sep) for x in results]
134
+
135
+ return web.json_response(results)
136
+
137
+ def get_user_data_path(request, check_exists = False, param = "file"):
138
+ file = request.match_info.get(param, None)
139
+ if not file:
140
+ return web.Response(status=400)
141
+
142
+ path = self.get_request_user_filepath(request, file)
143
+ if not path:
144
+ return web.Response(status=403)
145
+
146
+ if check_exists and not os.path.exists(path):
147
+ return web.Response(status=404)
148
+
149
+ return path
150
+
151
+ @routes.get("/userdata/{file}")
152
+ async def getuserdata(request):
153
+ path = get_user_data_path(request, check_exists=True)
154
+ if not isinstance(path, str):
155
+ return path
156
+
157
+ return web.FileResponse(path)
158
+
159
+ @routes.post("/userdata/{file}")
160
+ async def post_userdata(request):
161
+ path = get_user_data_path(request)
162
+ if not isinstance(path, str):
163
+ return path
164
+
165
+ overwrite = request.query["overwrite"] != "false"
166
+ if not overwrite and os.path.exists(path):
167
+ return web.Response(status=409)
168
+
169
+ body = await request.read()
170
+
171
+ with open(path, "wb") as f:
172
+ f.write(body)
173
+
174
+ resp = os.path.relpath(path, self.get_request_user_filepath(request, None))
175
+ return web.json_response(resp)
176
+
177
+ @routes.delete("/userdata/{file}")
178
+ async def delete_userdata(request):
179
+ path = get_user_data_path(request, check_exists=True)
180
+ if not isinstance(path, str):
181
+ return path
182
+
183
+ os.remove(path)
184
+
185
+ return web.Response(status=204)
186
+
187
+ @routes.post("/userdata/{file}/move/{dest}")
188
+ async def move_userdata(request):
189
+ source = get_user_data_path(request, check_exists=True)
190
+ if not isinstance(source, str):
191
+ return source
192
+
193
+ dest = get_user_data_path(request, check_exists=False, param="dest")
194
+ if not isinstance(source, str):
195
+ return dest
196
+
197
+ overwrite = request.query["overwrite"] != "false"
198
+ if not overwrite and os.path.exists(dest):
199
+ return web.Response(status=409)
200
+
201
+ print(f"moving '{source}' -> '{dest}'")
202
+ shutil.move(source, dest)
203
+
204
+ resp = os.path.relpath(dest, self.get_request_user_filepath(request, None))
205
+ return web.json_response(resp)
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