Add style transfer model
This commit is contained in:
Paul
@@ -0,0 +1,573 @@
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{
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"url": "https://replicate.com/fofr/style-transfer",
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"owner": "fofr",
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"name": "style-transfer",
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"description": "Transfer the style of one image to another",
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"visibility": "public",
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"github_url": "https://github.com/fofr/cog-style-transfer",
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"paper_url": null,
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"license_url": "https://github.com/fofr/cog-style-transfer/blob/main/LICENSE",
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"run_count": 0,
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"cover_image_url": "https://replicate.delivery/pbxt/wmtBOf7pSlzHF6RBbeG5YpIXEYkRlGcoTpnOMi2Fqg9EUeWlA/ComfyUI_00001_.webp",
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"default_example": {
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"id": "k95qy9gahdrgp0cexq38bkrrsr",
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"model": "fofr/style-transfer",
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"version": "b85ce11e8afb98f6ee0a0237caf38345eb28be9ebb081aee66751716d5dbeca8",
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"status": "succeeded",
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"input": {
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"width": 1024,
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"height": 1024,
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"prompt": "An astronaut riding a unicorn",
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"style_image": "https://replicate.delivery/pbxt/KlTqluRakBzt7N5mm1WExEQCc4J3usa7E3n5dhttcayTqFRm/van-gogh.jpeg",
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"negative_prompt": "",
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"number_of_images": 1,
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"optimise_output_images": true,
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"optimise_output_images_quality": 80
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},
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"output": [
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"https://replicate.delivery/pbxt/wmtBOf7pSlzHF6RBbeG5YpIXEYkRlGcoTpnOMi2Fqg9EUeWlA/ComfyUI_00001_.webp"
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],
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"logs": "Random seed set to: 246154933\nChecking inputs\n✅ /tmp/inputs/image.png\n====================================\nRunning workflow\ngot prompt\nExecuting node 2, title: Load Checkpoint, class type: CheckpointLoaderSimple\nmodel_type EPS\nadm 2816\nUsing pytorch attention in VAE\nWorking with z of shape (1, 4, 32, 32) = 4096 dimensions.\nUsing pytorch attention in VAE\nmissing {'cond_stage_model.clip_l.text_projection', 'cond_stage_model.clip_l.logit_scale'}\nleft over keys: dict_keys(['conditioner.embedders.0.logit_scale', 'conditioner.embedders.0.text_projection'])\nloaded straight to GPU\nRequested to load SDXL\nLoading 1 new model\nExecuting node 1, title: IPAdapter Unified Loader, class type: IPAdapterUnifiedLoader\n\u001b[33mINFO: Clip Vision model loaded from /src/ComfyUI/models/clip_vision/CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors\u001b[0m\n\u001b[33mINFO: IPAdapter model loaded from /src/ComfyUI/models/ipadapter/ip-adapter-plus_sdxl_vit-h.safetensors\u001b[0m\nExecuting node 5, title: Load Image, class type: LoadImage\n\u001b[33mINFO: the IPAdapter reference image is not a square, CLIPImageProcessor will resize and crop it at the center. If the main focus of the picture is not in the middle the result might not be what you are expecting.\u001b[0m\nRequested to load CLIPVisionModelProjection\nLoading 1 new model\nExecuting node 4, title: IPAdapter, class type: IPAdapter\nExecuting node 6, title: CLIP Text Encode (Prompt), class type: CLIPTextEncode\nRequested to load SDXLClipModel\nLoading 1 new model\nExecuting node 7, title: CLIP Text Encode (Prompt), class type: CLIPTextEncode\nExecuting node 10, title: Empty Latent Image, class type: EmptyLatentImage\nExecuting node 3, title: KSampler, class type: KSampler\nRequested to load SDXL\nLoading 1 new model\nunload clone 2\n 0%| | 0/4 [00:00<?, ?it/s]/root/.pyenv/versions/3.10.6/lib/python3.10/site-packages/torchsde/_brownian/brownian_interval.py:608: UserWarning: Should have tb<=t1 but got tb=14.614644050598145 and t1=14.614643.\nwarnings.warn(f\"Should have {tb_name}<=t1 but got {tb_name}={tb} and t1={self._end}.\")\n 25%|██▌ | 1/4 [00:00<00:01, 1.67it/s]\n 50%|█████ | 2/4 [00:01<00:01, 1.95it/s]\n 75%|███████▌ | 3/4 [00:01<00:00, 2.14it/s]\n100%|██████████| 4/4 [00:01<00:00, 2.78it/s]\n100%|██████████| 4/4 [00:01<00:00, 2.41it/s]\nRequested to load AutoencoderKL\nLoading 1 new model\nExecuting node 8, title: VAE Decode, class type: VAEDecode\nExecuting node 9, title: Save Image, class type: SaveImage\nPrompt executed in 7.07 seconds\noutputs: {'9': {'images': [{'filename': 'ComfyUI_00001_.png', 'subfolder': '', 'type': 'output'}]}}\n====================================\nComfyUI_00001_.png",
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"error": null,
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"metrics": {
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"predict_time": 9.354159,
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"total_time": 83.039217
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},
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"created_at": "2024-04-17T20:36:02.827000Z",
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"started_at": "2024-04-17T20:37:16.512058Z",
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"completed_at": "2024-04-17T20:37:25.866217Z",
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"urls": {
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"get": "https://api.replicate.com/v1/predictions/k95qy9gahdrgp0cexq38bkrrsr",
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"cancel": "https://api.replicate.com/v1/predictions/k95qy9gahdrgp0cexq38bkrrsr/cancel"
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}
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},
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"latest_version": {
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"id": "f1023890703bc0a5a3a2c21b5e498833be5f6ef6e70e9daf6b9b3a4fd8309cf0",
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"created_at": "2024-04-19T13:05:30.723523+00:00",
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"cog_version": "0.9.5",
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"openapi_schema": {
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"info": {
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"title": "Cog",
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"version": "0.1.0"
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},
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"paths": {
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"/": {
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"get": {
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"summary": "Root",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"title": "Response Root Get"
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}
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}
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},
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"description": "Successful Response"
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}
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},
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"operationId": "root__get"
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}
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},
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"/shutdown": {
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"post": {
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"summary": "Start Shutdown",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"title": "Response Start Shutdown Shutdown Post"
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}
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}
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},
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"description": "Successful Response"
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}
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},
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"operationId": "start_shutdown_shutdown_post"
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}
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},
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"/predictions": {
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"post": {
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"summary": "Predict",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/PredictionResponse"
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}
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}
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},
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"description": "Successful Response"
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},
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"422": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/HTTPValidationError"
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}
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}
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},
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"description": "Validation Error"
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}
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},
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"parameters": [
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{
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"in": "header",
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"name": "prefer",
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"schema": {
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"type": "string",
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"title": "Prefer"
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},
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"required": false
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}
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],
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"description": "Run a single prediction on the model",
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"operationId": "predict_predictions_post",
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"requestBody": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/PredictionRequest"
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}
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}
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}
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}
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}
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},
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"/health-check": {
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"get": {
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"summary": "Healthcheck",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"title": "Response Healthcheck Health Check Get"
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}
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}
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},
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"description": "Successful Response"
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}
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},
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"operationId": "healthcheck_health_check_get"
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}
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},
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"/predictions/{prediction_id}": {
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"put": {
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"summary": "Predict Idempotent",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/PredictionResponse"
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}
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}
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},
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"description": "Successful Response"
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},
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"422": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/HTTPValidationError"
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}
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}
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},
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"description": "Validation Error"
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}
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},
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"parameters": [
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{
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"in": "path",
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"name": "prediction_id",
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"schema": {
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"type": "string",
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"title": "Prediction ID"
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},
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"required": true
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},
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{
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"in": "header",
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"name": "prefer",
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"schema": {
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"type": "string",
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"title": "Prefer"
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},
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"required": false
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}
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],
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"description": "Run a single prediction on the model (idempotent creation).",
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"operationId": "predict_idempotent_predictions__prediction_id__put",
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"requestBody": {
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"content": {
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"application/json": {
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"schema": {
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"allOf": [
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{
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"$ref": "#/components/schemas/PredictionRequest"
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}
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],
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"title": "Prediction Request"
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}
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}
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},
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"required": true
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}
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}
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},
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"/predictions/{prediction_id}/cancel": {
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"post": {
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"summary": "Cancel",
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"responses": {
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"200": {
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"content": {
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"application/json": {
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"schema": {
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"title": "Response Cancel Predictions Prediction Id Cancel Post"
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}
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}
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},
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"description": "Successful Response"
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},
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"422": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/HTTPValidationError"
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}
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}
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},
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"description": "Validation Error"
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}
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},
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"parameters": [
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{
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"in": "path",
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"name": "prediction_id",
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"schema": {
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"type": "string",
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"title": "Prediction ID"
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},
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"required": true
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}
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],
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"description": "Cancel a running prediction",
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"operationId": "cancel_predictions__prediction_id__cancel_post"
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}
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}
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},
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"openapi": "3.0.2",
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"components": {
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"schemas": {
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"Input": {
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"type": "object",
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"title": "Input",
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"required": [
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"style_image"
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],
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"properties": {
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"seed": {
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"type": "integer",
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"title": "Seed",
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"x-order": 12,
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"description": "Set a seed for reproducibility. Random by default."
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},
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"model": {
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"allOf": [
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{
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"$ref": "#/components/schemas/model"
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}
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],
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"default": "fast",
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"x-order": 6,
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"description": "Model to use for the generation"
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},
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"width": {
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"type": "integer",
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"title": "Width",
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"default": 1024,
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"x-order": 4,
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"description": "Width of the output image (ignored if structure image given)"
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},
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"height": {
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"type": "integer",
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"title": "Height",
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"default": 1024,
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"x-order": 5,
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"description": "Height of the output image (ignored if structure image given)"
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},
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"prompt": {
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"type": "string",
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"title": "Prompt",
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"default": "An astronaut riding a unicorn",
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"x-order": 2,
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"description": "Prompt for the image"
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},
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"style_image": {
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"type": "string",
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"title": "Style Image",
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"format": "uri",
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"x-order": 0,
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"description": "Copy the style from this image"
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},
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"output_format": {
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"allOf": [
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{
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"$ref": "#/components/schemas/output_format"
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}
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],
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"default": "webp",
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"x-order": 10,
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"description": "Format of the output images"
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},
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"output_quality": {
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"type": "integer",
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"title": "Output Quality",
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"default": 80,
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"maximum": 100,
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"minimum": 0,
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"x-order": 11,
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"description": "Quality of the output images, from 0 to 100. 100 is best quality, 0 is lowest quality."
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},
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"negative_prompt": {
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"type": "string",
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"title": "Negative Prompt",
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"default": "",
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"x-order": 3,
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"description": "Things you do not want to see in your image"
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},
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"structure_image": {
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"type": "string",
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"title": "Structure Image",
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"format": "uri",
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"x-order": 1,
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"description": "An optional image to copy structure from. Output images will use the same aspect ratio."
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},
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"number_of_images": {
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"type": "integer",
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"title": "Number Of Images",
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"default": 1,
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"maximum": 10,
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"minimum": 1,
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"x-order": 7,
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"description": "Number of images to generate"
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},
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"structure_depth_strength": {
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"type": "number",
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"title": "Structure Depth Strength",
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"default": 1,
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"maximum": 2,
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"minimum": 0,
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"x-order": 8,
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"description": "Strength of the depth controlnet"
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},
|
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"structure_denoising_strength": {
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"type": "number",
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"title": "Structure Denoising Strength",
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"default": 0.65,
|
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"maximum": 1,
|
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"minimum": 0,
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"x-order": 9,
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"description": "How much of the original image (and colors) to preserve (0 is all, 1 is none, 0.65 is a good balance)"
|
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}
|
||||
}
|
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},
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"model": {
|
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"enum": [
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"fast",
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"high-quality",
|
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"realistic",
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"cinematic",
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"animated"
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||||
],
|
||||
"type": "string",
|
||||
"title": "model",
|
||||
"description": "An enumeration."
|
||||
},
|
||||
"Output": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "string",
|
||||
"format": "uri"
|
||||
},
|
||||
"title": "Output"
|
||||
},
|
||||
"Status": {
|
||||
"enum": [
|
||||
"starting",
|
||||
"processing",
|
||||
"succeeded",
|
||||
"canceled",
|
||||
"failed"
|
||||
],
|
||||
"type": "string",
|
||||
"title": "Status",
|
||||
"description": "An enumeration."
|
||||
},
|
||||
"WebhookEvent": {
|
||||
"enum": [
|
||||
"start",
|
||||
"output",
|
||||
"logs",
|
||||
"completed"
|
||||
],
|
||||
"type": "string",
|
||||
"title": "WebhookEvent",
|
||||
"description": "An enumeration."
|
||||
},
|
||||
"output_format": {
|
||||
"enum": [
|
||||
"webp",
|
||||
"jpg",
|
||||
"png"
|
||||
],
|
||||
"type": "string",
|
||||
"title": "output_format",
|
||||
"description": "An enumeration."
|
||||
},
|
||||
"ValidationError": {
|
||||
"type": "object",
|
||||
"title": "ValidationError",
|
||||
"required": [
|
||||
"loc",
|
||||
"msg",
|
||||
"type"
|
||||
],
|
||||
"properties": {
|
||||
"loc": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"type": "integer"
|
||||
}
|
||||
]
|
||||
},
|
||||
"title": "Location"
|
||||
},
|
||||
"msg": {
|
||||
"type": "string",
|
||||
"title": "Message"
|
||||
},
|
||||
"type": {
|
||||
"type": "string",
|
||||
"title": "Error Type"
|
||||
}
|
||||
}
|
||||
},
|
||||
"PredictionRequest": {
|
||||
"type": "object",
|
||||
"title": "PredictionRequest",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"title": "Id"
|
||||
},
|
||||
"input": {
|
||||
"$ref": "#/components/schemas/Input"
|
||||
},
|
||||
"webhook": {
|
||||
"type": "string",
|
||||
"title": "Webhook",
|
||||
"format": "uri",
|
||||
"maxLength": 65536,
|
||||
"minLength": 1
|
||||
},
|
||||
"created_at": {
|
||||
"type": "string",
|
||||
"title": "Created At",
|
||||
"format": "date-time"
|
||||
},
|
||||
"output_file_prefix": {
|
||||
"type": "string",
|
||||
"title": "Output File Prefix"
|
||||
},
|
||||
"webhook_events_filter": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"$ref": "#/components/schemas/WebhookEvent"
|
||||
},
|
||||
"default": [
|
||||
"start",
|
||||
"output",
|
||||
"logs",
|
||||
"completed"
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
"PredictionResponse": {
|
||||
"type": "object",
|
||||
"title": "PredictionResponse",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"title": "Id"
|
||||
},
|
||||
"logs": {
|
||||
"type": "string",
|
||||
"title": "Logs",
|
||||
"default": ""
|
||||
},
|
||||
"error": {
|
||||
"type": "string",
|
||||
"title": "Error"
|
||||
},
|
||||
"input": {
|
||||
"$ref": "#/components/schemas/Input"
|
||||
},
|
||||
"output": {
|
||||
"$ref": "#/components/schemas/Output"
|
||||
},
|
||||
"status": {
|
||||
"$ref": "#/components/schemas/Status"
|
||||
},
|
||||
"metrics": {
|
||||
"type": "object",
|
||||
"title": "Metrics"
|
||||
},
|
||||
"version": {
|
||||
"type": "string",
|
||||
"title": "Version"
|
||||
},
|
||||
"created_at": {
|
||||
"type": "string",
|
||||
"title": "Created At",
|
||||
"format": "date-time"
|
||||
},
|
||||
"started_at": {
|
||||
"type": "string",
|
||||
"title": "Started At",
|
||||
"format": "date-time"
|
||||
},
|
||||
"completed_at": {
|
||||
"type": "string",
|
||||
"title": "Completed At",
|
||||
"format": "date-time"
|
||||
}
|
||||
}
|
||||
},
|
||||
"HTTPValidationError": {
|
||||
"type": "object",
|
||||
"title": "HTTPValidationError",
|
||||
"properties": {
|
||||
"detail": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"$ref": "#/components/schemas/ValidationError"
|
||||
},
|
||||
"title": "Detail"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -15,6 +15,7 @@
|
||||
"fofr/controlnet-preprocessors",
|
||||
"fofr/face-to-many",
|
||||
"fofr/sd3-with-chaos",
|
||||
"fofr/style-transfer",
|
||||
"lucataco/hunyuandit-v1.1",
|
||||
"lucataco/llama-3-vision-alpha",
|
||||
"lucataco/moondream2",
|
||||
|
||||
Reference in New Issue
Block a user