Download bundle/api/runtime.json from hyper3labs/HyperView-DeepFashion-Text-Search: direct link, hf CLI and curl.
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https://huggingface.co/spaces/hyper3labs/HyperView-DeepFashion-Text-Search/resolve/main/bundle/api/runtime.json
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hf download hf://spaces/hyper3labs/HyperView-DeepFashion-Text-Search/bundle/api/runtime.json
-
curl -L -o runtime.json https://huggingface.co/spaces/hyper3labs/HyperView-DeepFashion-Text-Search/resolve/main/bundle/api/runtime.json
33 kB
| { | |
| "active_workspace_id": "fashion-typed-search-business-evidence-v3", | |
| "extensions": [], | |
| "panel_definitions": [ | |
| { | |
| "allow_multiple": false, | |
| "category": "dataset", | |
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| "workspace.panel.state.patch" | |
| ], | |
| "data_capabilities": [ | |
| "collection:samples", | |
| "labels" | |
| ], | |
| "default_layout": { | |
| "dock_zone": "left", | |
| "id": "explorer", | |
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| "position": "right" | |
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| "extension": "core", | |
| "icon": "tags", | |
| "label": "Explorer", | |
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| "static_compatible": true, | |
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| "title": "Labels" | |
| }, | |
| { | |
| "allow_multiple": true, | |
| "category": "dataset", | |
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| "workspace.panel.state.patch", | |
| "panel.samples.retrieval.set-anchor", | |
| "panel.samples.retrieval.set-text-query", | |
| "panel.samples.retrieval.set-k", | |
| "panel.samples.retrieval.clear" | |
| ], | |
| "data_capabilities": [ | |
| "collection:samples", | |
| "selection", | |
| "text-query", | |
| "neighbors" | |
| ], | |
| "default_layout": { | |
| "id": "samples", | |
| "order": 10, | |
| "position": "center" | |
| }, | |
| "default_props": {}, | |
| "default_state": {}, | |
| "extension": "core", | |
| "icon": "grid", | |
| "label": "Samples", | |
| "panel_type": "samples", | |
| "props_schema": { | |
| "properties": { | |
| "anchorSampleId": { | |
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| "auto", | |
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| "title": "Samples" | |
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| "title": "Embeddings" | |
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| "WOMEN_Rompers_Jumpsuits_id_00000076_01_7_additional", | |
| "WOMEN_Graphic_Tees_id_00000044_01_4_full", | |
| "WOMEN_Leggings_id_00001867_02_3_back" | |
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| "source": "Fashion case visuals" | |
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| { | |
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| "source": "Ampersand tee \u00b7 OpenAI CLIP \u00b7 Top 6" | |
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| { | |
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| "fashion-evidence-text-light-denim-leggings-hyper3-05", | |
| "fashion-evidence-text-light-denim-leggings-hyper3-06" | |
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| "source": "Light denim leggings \u00b7 Hyper3-CLIP \u00b7 Top 6" | |
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| { | |
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| "fashion-evidence-photo-patterned-romper-clip-01", | |
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| "fashion-evidence-photo-patterned-romper-clip-05", | |
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| "source": "Patterned romper \u00b7 OpenAI CLIP \u00b7 Top 6" | |
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| "source": "Patterned romper \u00b7 Hyper3-CLIP \u00b7 Top 6" | |
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| { | |
| "created_at": 1788429636, | |
| "dataset_id": "deepfashion_text_search_clip_hyper3clip", | |
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| "source": "Light denim leggings \u00b7 OpenAI CLIP \u00b7 Top 6" | |
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| "source": "Ampersand tee \u00b7 Hyper3-CLIP \u00b7 Top 6" | |
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| "dataset_name": "deepfashion_text_search_clip_hyper3clip", | |
| "id": "fashion-typed-search-business-evidence-v3", | |
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| "props": { | |
| "aggregate": { | |
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| "definition": "Strong win: one model ranks a positive in the Top 10 while the other ranks its first positive at 20 or lower.", | |
| "hyper3Hit1": 0.244, | |
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| "cases": [ | |
| { | |
| "attributes": [ | |
| "light denim", | |
| "leggings", | |
| "skinny fit", | |
| "zipper details", | |
| "five-pocket construction" | |
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| "collectionIds": { | |
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| "hyper3": "selection:243832bc3176" | |
| }, | |
| "id": "light-denim-leggings", | |
| "label": "Light denim leggings", | |
| "modelReadout": { | |
| "clip": "The top results drift toward darker denim and leggings; the first matching view ranks #32.", | |
| "hyper3": "A matching view ranks first and preserves the light-denim leggings intent." | |
| }, | |
| "query": "women's light denim leggings with skinny fit, zipper details, five-pocket construction, pockets", | |
| "results": { | |
| "clip": [ | |
| { | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-02" | |
| }, | |
| { | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-clip-06" | |
| } | |
| ], | |
| "hyper3": [ | |
| { | |
| "isTarget": true, | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-02" | |
| }, | |
| { | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-text-light-denim-leggings-hyper3-06" | |
| } | |
| ] | |
| }, | |
| "target": { | |
| "clipRank": 32, | |
| "hyper3Rank": 1, | |
| "productKey": "WOMEN_Leggings_id_00001867_02", | |
| "sampleId": "WOMEN_Leggings_id_00001867_02_3_back", | |
| "title": "Light denim leggings" | |
| } | |
| } | |
| ], | |
| "claim": "These selected cases expose concrete attribute and garment-category failure modes. The aggregate lift is modest and does not establish a universal text-search advantage.", | |
| "clipSamplesPanelId": "fashion-clip-results", | |
| "collectionId": "selection:0f91eb45df77", | |
| "dataset": "Marqo/deepfashion-inshop", | |
| "hyper3SamplesPanelId": "samples", | |
| "initialPhotoCaseId": "patterned-romper", | |
| "initialTextCaseId": "light-denim-leggings", | |
| "models": { | |
| "clip": "OpenAI CLIP ViT-B/32", | |
| "hyper3": "Hyper3-CLIP v1" | |
| }, | |
| "photoArtifact": { | |
| "hashProjection": "canonical JSON of {photoBenchmark, photoCases}", | |
| "id": "deepfashion-same-product-persisted-spaces-2026-08-12", | |
| "readout": "PHOTO_EVIDENCE.md", | |
| "sha256": "958017f729f73990b392530b37cbdbe8812c923141573077dbdc0c3f65213c4b" | |
| }, | |
| "photoBenchmark": { | |
| "candidateCount": 741, | |
| "clipMap": 0.352022505, | |
| "clipR1": 0.4563380282, | |
| "clipR10": 0.8450704225, | |
| "hyper3Map": 0.6352828462, | |
| "hyper3R1": 0.7591549296, | |
| "hyper3R10": 0.9704225352, | |
| "queryCount": 710, | |
| "selectionRule": "Largest first-match rank gap in each direction across the persisted 741-image catalog." | |
| }, | |
| "photoCases": [ | |
| { | |
| "anchorSampleId": "WOMEN_Rompers_Jumpsuits_id_00000076_01_7_additional", | |
| "collectionIds": { | |
| "clip": "selection:52fa8679928a", | |
| "hyper3": "selection:8d3f1c3ed208" | |
| }, | |
| "context": "Back view to side view", | |
| "id": "patterned-romper", | |
| "label": "Patterned romper", | |
| "modelReadout": { | |
| "clip": "A matching view first appears at #138.", | |
| "hyper3": "Another view of the same romper ranks first." | |
| }, | |
| "results": { | |
| "clip": [ | |
| { | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-02" | |
| }, | |
| { | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-clip-06" | |
| } | |
| ], | |
| "hyper3": [ | |
| { | |
| "isTarget": true, | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-02" | |
| }, | |
| { | |
| "isTarget": true, | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-photo-patterned-romper-hyper3-06" | |
| } | |
| ] | |
| }, | |
| "target": { | |
| "clipRank": 138, | |
| "hyper3Rank": 1, | |
| "productKey": "WOMEN_Rompers_Jumpsuits_id_00000076_01" | |
| } | |
| }, | |
| { | |
| "anchorSampleId": "WOMEN_Graphic_Tees_id_00000044_01_4_full", | |
| "collectionIds": { | |
| "clip": "selection:0fb56bf806aa", | |
| "hyper3": "selection:e9a3f545c05a" | |
| }, | |
| "context": "Full look to product view", | |
| "id": "ampersand-tee", | |
| "label": "Ampersand tee", | |
| "modelReadout": { | |
| "clip": "Another view of the same tee ranks first.", | |
| "hyper3": "The matching product appears at #12." | |
| }, | |
| "results": { | |
| "clip": [ | |
| { | |
| "isTarget": true, | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-02" | |
| }, | |
| { | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-clip-06" | |
| } | |
| ], | |
| "hyper3": [ | |
| { | |
| "rank": 1, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-01" | |
| }, | |
| { | |
| "rank": 2, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-02" | |
| }, | |
| { | |
| "rank": 3, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-03" | |
| }, | |
| { | |
| "rank": 4, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-04" | |
| }, | |
| { | |
| "rank": 5, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-05" | |
| }, | |
| { | |
| "rank": 6, | |
| "sampleId": "fashion-evidence-photo-ampersand-tee-hyper3-06" | |
| } | |
| ] | |
| }, | |
| "target": { | |
| "clipRank": 1, | |
| "hyper3Rank": 12, | |
| "productKey": "WOMEN_Graphic_Tees_id_00000044_01" | |
| } | |
| } | |
| ], | |
| "protocol": "Text embedding ranked against a fixed 1,120-image corpus from 260 products. A positive is any image view with the same DeepFashion product key as the metadata-generated query.", | |
| "split": "data", | |
| "workspaceBoundary": "The topology contains 741 catalog images from 199 products. Ranks come from a separate 1,120-image benchmark pool.", | |
| "workspaceSampleCount": 741 | |
| }, | |
| "reference_panel_id": null, | |
| "renderer": "module:panel.jsx", | |
| "source": "extension", | |
| "state_revision": 6, | |
| "title": "Catalog search walkthrough", | |
| "visible": true, | |
| "width": 380 | |
| } | |
| ], | |
| "has_explicit_view": true, | |
| "layout": null, | |
| "layout_revision": 17, | |
| "layout_views": {}, | |
| "panels": { | |
| "fashion-clip-results": { | |
| "state": { | |
| "collection": { | |
| "created_at": 1786542807, | |
| "dataset_id": "deepfashion_text_search_clip_hyper3clip", | |
| "entity_set_id": "samples", | |
| "id": "all:bf21a9e8fbc5", | |
| "kind": "all", | |
| "query": {}, | |
| "scores": null | |
| }, | |
| "collection_id": "all:bf21a9e8fbc5" | |
| }, | |
| "state_revision": 0 | |
| }, | |
| "fashion-search-readout": { | |
| "state": { | |
| "activeMode": "photo", | |
| "activePhotoCaseId": "patterned-romper", | |
| "activeTextCaseId": "light-denim-leggings" | |
| }, | |
| "state_revision": 6 | |
| }, | |
| "samples": { | |
| "state": { | |
| "collection": { | |
| "created_at": 1788429557, | |
| "dataset_id": "deepfashion_text_search_clip_hyper3clip", | |
| "entity_set_id": "samples", | |
| "id": "selection:8d3f1c3ed208", | |
| "kind": "selection", | |
| "query": { | |
| "ids": [ | |
| "fashion-evidence-photo-patterned-romper-hyper3-01", | |
| "fashion-evidence-photo-patterned-romper-hyper3-02", | |
| "fashion-evidence-photo-patterned-romper-hyper3-03", | |
| "fashion-evidence-photo-patterned-romper-hyper3-04", | |
| "fashion-evidence-photo-patterned-romper-hyper3-05", | |
| "fashion-evidence-photo-patterned-romper-hyper3-06" | |
| ], | |
| "source": "Patterned romper \u00b7 Hyper3-CLIP \u00b7 Top 6" | |
| }, | |
| "scores": null | |
| }, | |
| "collection_id": "selection:8d3f1c3ed208", | |
| "focus_request": null, | |
| "mode": "collection", | |
| "retrieval": null | |
| }, | |
| "state_revision": 203 | |
| } | |
| }, | |
| "selected_ids": [ | |
| "WOMEN_Rompers_Jumpsuits_id_00000076_01_7_additional" | |
| ], | |
| "view_revision": 25 | |
| } | |
| }, | |
| "workspaces": [ | |
| { | |
| "dataset_name": "deepfashion_text_search_clip_hyper3clip", | |
| "id": "fashion-typed-search-business-evidence-v3" | |
| } | |
| ] | |
| } |