613 lines
28 KiB
JSON
613 lines
28 KiB
JSON
{
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"url": "https://replicate.com/cjwbw/supir",
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"owner": "cjwbw",
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"name": "supir",
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"description": "Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild. This version uses LLaVA-13b for captioning.",
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"visibility": "public",
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"github_url": "https://github.com/chenxwh/SUPIR",
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"paper_url": "https://github.com/chenxwh/SUPIR/tree/master",
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"license_url": "https://github.com/Fanghua-Yu/SUPIR/blob/master/LICENSE",
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"run_count": 0,
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"cover_image_url": "https://replicate.delivery/pbxt/tsZTAUpHvDorAJcaZDd1BpYsBcijNfwhXfDUCAIvrqTsdnZSA/out.png",
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"default_example": {
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"id": "o4b2mqtbpcxyuo52addzll2g6i",
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"model": "cjwbw/supir",
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"version": "1302b550b4f7681da87ed0e405016d443fe1fafd64dabce6673401855a5039b5",
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"status": "succeeded",
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"input": {
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"image": "https://replicate.delivery/pbxt/KSFJ6sJWyEiPWysywNsAr2enzigJA3NZpG4YMrxrSFEIEShi/05.png",
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"s_cfg": 7.5,
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"s_churn": 5,
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"s_noise": 1.003,
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"upscale": 1,
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"a_prompt": "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.",
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"min_size": 1024,
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"n_prompt": "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth",
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"s_stage1": -1,
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"s_stage2": 1,
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"edm_steps": 50,
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"use_llava": true,
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"linear_CFG": false,
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"model_name": "SUPIR-v0Q",
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"color_fix_type": "Wavelet",
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"spt_linear_CFG": 1,
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"linear_s_stage2": false,
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"spt_linear_s_stage2": 0
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},
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"output": "https://replicate.delivery/pbxt/tsZTAUpHvDorAJcaZDd1BpYsBcijNfwhXfDUCAIvrqTsdnZSA/out.png",
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"logs": "Using seed: 12774\nCaptions from LLaVA: ['The image features a beautiful bird perched on a thin, dry branch in a field. The bird is colorful and stands out against the brown background of the field. The branch is located in the middle of the scene, with the bird sitting on it, drawing attention to itself. The field is filled with a variety of flowers, adding a vibrant touch to the scene. The overall style of the image is artistic, with a focus on the bird and its natural surroundings.']\nSeed set to 12774",
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"error": null,
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"metrics": {
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"predict_time": 18.567178,
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"total_time": 859.898094
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},
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"created_at": "2024-02-23T16:04:32.875679Z",
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"started_at": "2024-02-23T16:18:34.206595Z",
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"completed_at": "2024-02-23T16:18:52.773773Z",
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"urls": {
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"get": "https://api.replicate.com/v1/predictions/o4b2mqtbpcxyuo52addzll2g6i",
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"cancel": "https://api.replicate.com/v1/predictions/o4b2mqtbpcxyuo52addzll2g6i/cancel"
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}
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},
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"latest_version": {
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"id": "1302b550b4f7681da87ed0e405016d443fe1fafd64dabce6673401855a5039b5",
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"created_at": "2024-02-23T16:02:47.711057+00:00",
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"cog_version": "0.9.4",
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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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"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": 18,
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"description": "Random seed. Leave blank to randomize the seed"
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},
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"image": {
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"type": "string",
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"title": "Image",
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"format": "uri",
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"x-order": 1,
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"description": "Low quality input image."
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},
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"s_cfg": {
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"type": "number",
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"title": "S Cfg",
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"default": 7.5,
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"maximum": 20,
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"minimum": 1,
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"x-order": 12,
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"description": " Classifier-free guidance scale for prompts."
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},
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"s_churn": {
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"type": "number",
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"title": "S Churn",
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"default": 5,
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"x-order": 10,
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"description": "Original churn hy-param of EDM."
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},
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"s_noise": {
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"type": "number",
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"title": "S Noise",
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"default": 1.003,
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"x-order": 11,
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"description": "Original noise hy-param of EDM."
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},
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"upscale": {
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"type": "integer",
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"title": "Upscale",
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"default": 1,
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"x-order": 2,
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"description": "Upsampling ratio of given inputs."
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},
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"a_prompt": {
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"type": "string",
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"title": "A Prompt",
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"default": "Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.",
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"x-order": 6,
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"description": "Additive positive prompt for the inputs."
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},
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"min_size": {
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"type": "number",
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"title": "Min Size",
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"default": 1024,
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"x-order": 3,
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"description": "Minimum resolution of output images."
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},
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"n_prompt": {
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"type": "string",
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"title": "N Prompt",
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"default": "painting, oil painting, illustration, drawing, art, sketch, oil painting, cartoon, CG Style, 3D render, unreal engine, blurring, dirty, messy, worst quality, low quality, frames, watermark, signature, jpeg artifacts, deformed, lowres, over-smooth",
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"x-order": 7,
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"description": "Negative prompt for the inputs."
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},
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"s_stage1": {
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"type": "integer",
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"title": "S Stage1",
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"default": -1,
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"x-order": 9,
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"description": "Control Strength of Stage1 (negative means invalid)."
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},
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"s_stage2": {
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"type": "number",
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"title": "S Stage2",
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"default": 1,
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"x-order": 13,
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"description": "Control Strength of Stage2."
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},
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"edm_steps": {
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"type": "integer",
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"title": "Edm Steps",
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"default": 50,
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"maximum": 500,
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"minimum": 1,
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"x-order": 4,
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"description": "Number of steps for EDM Sampling Schedule."
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},
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"use_llava": {
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"type": "boolean",
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"title": "Use Llava",
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"default": true,
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"x-order": 5,
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"description": "Use LLaVA model to get captions."
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},
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"linear_CFG": {
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"type": "boolean",
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"title": "Linear Cfg",
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"default": false,
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"x-order": 14,
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"description": "Linearly (with sigma) increase CFG from 'spt_linear_CFG' to s_cfg."
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},
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"model_name": {
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"allOf": [
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{
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"$ref": "#/components/schemas/model_name"
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}
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],
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"default": "SUPIR-v0Q",
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"x-order": 0,
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"description": "Choose a model. SUPIR-v0Q is the default training settings with paper. SUPIR-v0F is high generalization and high image quality in most cases. Training with light degradation settings. Stage1 encoder of SUPIR-v0F remains more details when facing light degradations."
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},
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"color_fix_type": {
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"allOf": [
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{
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"$ref": "#/components/schemas/color_fix_type"
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}
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],
|
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"default": "Wavelet",
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"x-order": 8,
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"description": "Color Fixing Type.."
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},
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"spt_linear_CFG": {
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"type": "number",
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"title": "Spt Linear Cfg",
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"default": 1,
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"x-order": 16,
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"description": "Start point of linearly increasing CFG."
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},
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"linear_s_stage2": {
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"type": "boolean",
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"title": "Linear S Stage2",
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"default": false,
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"x-order": 15,
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"description": "Linearly (with sigma) increase s_stage2 from 'spt_linear_s_stage2' to s_stage2."
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},
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"spt_linear_s_stage2": {
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"type": "number",
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"title": "Spt Linear S Stage2",
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"default": 0,
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"x-order": 17,
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"description": "Start point of linearly increasing s_stage2."
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}
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}
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},
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"Output": {
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"type": "string",
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"title": "Output",
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"format": "uri"
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},
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"Status": {
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"enum": [
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"starting",
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"processing",
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"succeeded",
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"canceled",
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"failed"
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],
|
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"type": "string",
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"title": "Status",
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"description": "An enumeration."
|
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},
|
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"model_name": {
|
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"enum": [
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"SUPIR-v0Q",
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"SUPIR-v0F"
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],
|
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"type": "string",
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"title": "model_name",
|
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"description": "An enumeration."
|
|
},
|
|
"WebhookEvent": {
|
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"enum": [
|
|
"start",
|
|
"output",
|
|
"logs",
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"completed"
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],
|
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"type": "string",
|
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"title": "WebhookEvent",
|
|
"description": "An enumeration."
|
|
},
|
|
"color_fix_type": {
|
|
"enum": [
|
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"None",
|
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"AdaIn",
|
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"Wavelet"
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],
|
|
"type": "string",
|
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"title": "color_fix_type",
|
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"description": "An enumeration."
|
|
},
|
|
"ValidationError": {
|
|
"type": "object",
|
|
"title": "ValidationError",
|
|
"required": [
|
|
"loc",
|
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"msg",
|
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"type"
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],
|
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"properties": {
|
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"loc": {
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"type": "array",
|
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"items": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "integer"
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}
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]
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},
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"title": "Location"
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},
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"msg": {
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"type": "string",
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"title": "Message"
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},
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"type": {
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"type": "string",
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"title": "Error Type"
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}
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}
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},
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|
"PredictionRequest": {
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"type": "object",
|
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"title": "PredictionRequest",
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"properties": {
|
|
"id": {
|
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"type": "string",
|
|
"title": "Id"
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|
},
|
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"input": {
|
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"$ref": "#/components/schemas/Input"
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},
|
|
"webhook": {
|
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"type": "string",
|
|
"title": "Webhook",
|
|
"format": "uri",
|
|
"maxLength": 65536,
|
|
"minLength": 1
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|
},
|
|
"created_at": {
|
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"type": "string",
|
|
"title": "Created At",
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"format": "date-time"
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},
|
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"output_file_prefix": {
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"type": "string",
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"title": "Output File Prefix"
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},
|
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"webhook_events_filter": {
|
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"type": "array",
|
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"items": {
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"$ref": "#/components/schemas/WebhookEvent"
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},
|
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"default": [
|
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"start",
|
|
"output",
|
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"logs",
|
|
"completed"
|
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]
|
|
}
|
|
}
|
|
},
|
|
"PredictionResponse": {
|
|
"type": "object",
|
|
"title": "PredictionResponse",
|
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"properties": {
|
|
"id": {
|
|
"type": "string",
|
|
"title": "Id"
|
|
},
|
|
"logs": {
|
|
"type": "string",
|
|
"title": "Logs",
|
|
"default": ""
|
|
},
|
|
"error": {
|
|
"type": "string",
|
|
"title": "Error"
|
|
},
|
|
"input": {
|
|
"$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"
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
} |