added clip interrogator lookup table for validation tests and updated technical review and filepaths
This commit is contained in:
kentskooking
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MIT License
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Copyright (c) 2026 Kentskooking
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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@@ -27,5 +27,10 @@ This nodepack converts SD 1.5 embeddings and hypernetworks into usable SDXL vers
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## Notes
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- Alignment fitting is cached per SDXL checkpoint.
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- Optional phrase validation expects CLIP Interrogator phrase files from `eden_comfy_pipelines/clip_utils/data`.
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- Optional phrase validation uses bundled CLIP Interrogator phrase files from `data/clip_interrogator`.
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- Bundled phrase files are attributed in `data/clip_interrogator/ATTRIBUTION.md`.
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- Hypernetwork conversion is experimental and only supports classic linear payloads.
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## License
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MIT. See [LICENSE](LICENSE).
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# Attribution
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The text files in this directory are vendored for phrase-based validation used by `utils/validation.py`.
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Source lineage:
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- Copied into this repository from a local `eden_comfy_pipelines` installation for packaging stability.
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- Originally derived from Clip Interrogator, developed by Pharmapsychotic.
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License:
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- Included under MIT-license terms, consistent with the upstream Clip Interrogator project and the local `eden_comfy_pipelines` installation from which these files were copied.
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Files used by validation:
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- `artists.txt`
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- `flavors.txt`
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- `mediums.txt`
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- `movements.txt`
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Additional vendored file:
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- `negative.txt`
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File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
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a 3D render
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a black and white photo
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a bronze sculpture
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a cartoon
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a cave painting
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a character portrait
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a charcoal drawing
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a child's drawing
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a color pencil sketch
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a colorized photo
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a comic book panel
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a computer rendering
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a cross stitch
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a cubist painting
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a detailed drawing
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a detailed matte painting
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a detailed painting
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a diagram
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a digital painting
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a digital rendering
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a drawing
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a fine art painting
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a flemish Baroque
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a gouache
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a hologram
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a hyperrealistic painting
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a jigsaw puzzle
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a low poly render
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a macro photograph
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a manga drawing
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a marble sculpture
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a matte painting
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a microscopic photo
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a mid-nineteenth century engraving
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a minimalist painting
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a mosaic
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a painting
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a pastel
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a pencil sketch
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a photo
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a photocopy
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a photorealistic painting
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a picture
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a pointillism painting
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a polaroid photo
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a pop art painting
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a portrait
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a poster
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a raytraced image
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a renaissance painting
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a screenprint
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a screenshot
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a silk screen
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a sketch
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a statue
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a still life
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a stipple
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a stock photo
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a storybook illustration
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a surrealist painting
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a surrealist sculpture
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a tattoo
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a tilt shift photo
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a watercolor painting
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a wireframe diagram
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a woodcut
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an abstract drawing
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an abstract painting
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an abstract sculpture
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an acrylic painting
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an airbrush painting
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an album cover
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an ambient occlusion render
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an anime drawing
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an art deco painting
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an art deco sculpture
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an engraving
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an etching
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an illustration of
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an impressionist painting
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an ink drawing
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an oil on canvas painting
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an oil painting
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an ultrafine detailed painting
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chalk art
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computer graphics
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concept art
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cyberpunk art
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digital art
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egyptian art
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graffiti art
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lineart
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pixel art
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poster art
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vector art
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abstract art
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abstract expressionism
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abstract illusionism
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academic art
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action painting
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aestheticism
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afrofuturism
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altermodern
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american barbizon school
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american impressionism
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american realism
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american romanticism
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american scene painting
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analytical art
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antipodeans
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arabesque
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arbeitsrat für kunst
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art & language
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art brut
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art deco
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art informel
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art nouveau
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art photography
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arte povera
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arts and crafts movement
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ascii art
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ashcan school
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assemblage
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australian tonalism
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auto-destructive art
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barbizon school
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baroque
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bauhaus
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bengal school of art
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berlin secession
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black arts movement
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brutalism
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classical realism
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cloisonnism
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cobra
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color field
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computer art
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conceptual art
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concrete art
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constructivism
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context art
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crayon art
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crystal cubism
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cubism
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cubo-futurism
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cynical realism
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dada
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danube school
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dau-al-set
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de stijl
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deconstructivism
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digital art
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ecological art
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environmental art
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excessivism
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expressionism
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fantastic realism
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fantasy art
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fauvism
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feminist art
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figuration libre
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figurative art
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figurativism
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fine art
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fluxus
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folk art
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funk art
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furry art
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futurism
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generative art
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geometric abstract art
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german romanticism
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gothic art
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graffiti
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gutai group
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happening
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harlem renaissance
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heidelberg school
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holography
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hudson river school
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hurufiyya
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hypermodernism
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hyperrealism
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impressionism
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incoherents
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institutional critique
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interactive art
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international gothic
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international typographic style
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kinetic art
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kinetic pointillism
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kitsch movement
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land art
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les automatistes
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les nabis
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letterism
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light and space
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lowbrow
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lyco art
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lyrical abstraction
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magic realism
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magical realism
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mail art
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mannerism
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massurrealism
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maximalism
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metaphysical painting
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mingei
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minimalism
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modern european ink painting
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modernism
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modular constructivism
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naive art
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naturalism
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neo-dada
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neo-expressionism
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neo-fauvism
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neo-figurative
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neo-primitivism
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neo-romanticism
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neoclassicism
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neogeo
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neoism
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neoplasticism
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net art
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new objectivity
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new sculpture
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northwest school
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nuclear art
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objective abstraction
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op art
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optical illusion
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orphism
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panfuturism
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paris school
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photorealism
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pixel art
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plasticien
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plein air
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pointillism
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pop art
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pop surrealism
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post-impressionism
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postminimalism
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pre-raphaelitism
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precisionism
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primitivism
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private press
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process art
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psychedelic art
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purism
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qajar art
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quito school
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rasquache
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rayonism
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realism
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regionalism
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remodernism
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renaissance
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retrofuturism
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rococo
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romanesque
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romanticism
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samikshavad
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serial art
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shin hanga
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shock art
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socialist realism
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sots art
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space art
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street art
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stuckism
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sumatraism
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superflat
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suprematism
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surrealism
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symbolism
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synchromism
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synthetism
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sōsaku hanga
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tachisme
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temporary art
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tonalism
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toyism
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transgressive art
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ukiyo-e
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underground comix
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unilalianism
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vancouver school
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vanitas
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verdadism
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video art
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viennese actionism
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visual art
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vorticism
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3d
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b&w
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bad anatomy
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bad art
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blur
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blurry
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cartoon
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childish
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close up
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deformed
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disconnected limbs
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disfigured
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disgusting
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extra limb
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extra limbs
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floating limbs
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grain
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illustration
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kitsch
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long body
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long neck
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low quality
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low-res
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malformed hands
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mangled
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missing limb
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mutated
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mutation
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mutilated
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noisy
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old
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out of focus
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over saturation
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oversaturated
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poorly drawn
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poorly drawn face
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poorly drawn hands
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render
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surreal
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ugly
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weird colors
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@@ -92,6 +92,6 @@ Behavior:
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- The selected checkpoint does not expose both SDXL CLIP-L and CLIP-G token embedding tables.
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- The source embedding is already SDXL or is not a standard SD 1.5 textual inversion embedding.
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- Validation is enabled but the CLIP Interrogator phrase files are not present.
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- Validation is enabled but the bundled CLIP Interrogator phrase files are missing.
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- The output file already exists and `overwrite` is disabled.
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- The hypernetwork payload uses unsupported features such as non-linear activation, layer norm, or dropout.
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@@ -56,9 +56,13 @@ The validation report exposes:
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Phrase sampling comes from text files in:
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`data/clip_interrogator`
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The repo bundles the phrase files it needs for validation. For compatibility with older installs, the loader still falls back to:
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`custom_nodes/eden_comfy_pipelines/clip_utils/data`
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That dependency is external to this repo. If the phrase files are missing, validation will fail when enabled.
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If neither location is present, validation will fail when enabled.
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## Batch Conversion
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@@ -107,5 +111,5 @@ Converted embeddings include metadata such as:
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- Source textual inversion embeddings must be SD 1.5 style CLIP-L embeddings with width `768`.
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- Existing SDXL embeddings are rejected rather than modified.
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- Validation depends on another custom node's phrase data.
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- Validation depends on the bundled phrase files being present in this repo.
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- Hypernetwork support is narrow and should be treated as a best-effort conversion path, not a guaranteed faithful transfer.
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+1
-1
@@ -28,7 +28,7 @@ Documentation = "https://github.com/Kentskooking/ComfyUI-BridgeLab/wiki"
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"Bug Tracker" = "https://github.com/Kentskooking/ComfyUI-BridgeLab/issues"
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[tool.comfy]
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PublisherId = ""
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PublisherId = "kentskooking"
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DisplayName = "ComfyUI-BridgeLab"
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Icon = ""
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includes = []
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+7
-1
@@ -208,8 +208,14 @@ def load_clip_interrogator_phrases() -> list[str]:
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def clip_interrogator_data_path() -> str:
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repo_root = os.path.dirname(os.path.dirname(__file__))
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bundled_path = os.path.join(repo_root, "data", "clip_interrogator")
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if os.path.isdir(bundled_path):
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return bundled_path
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custom_nodes_root = folder_paths.get_folder_paths("custom_nodes")[0]
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return os.path.join(custom_nodes_root, "eden_comfy_pipelines", "clip_utils", "data")
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fallback_path = os.path.join(custom_nodes_root, "eden_comfy_pipelines", "clip_utils", "data")
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return fallback_path
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def load_phrase_file(path: str) -> list[str]:
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Reference in New Issue
Block a user