add wan and ace workers
This commit is contained in:
Lucas Armand
@@ -0,0 +1,188 @@
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import random
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import sys
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from vastai import Worker, WorkerConfig, HandlerConfig, LogActionConfig, BenchmarkConfig
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# ComyUI model configuration
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MODEL_SERVER_URL = 'http://127.0.0.1'
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MODEL_SERVER_PORT = 18288
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MODEL_LOG_FILE = '/var/log/portal/comfyui.log'
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MODEL_HEALTHCHECK_ENDPOINT = "/health"
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# ComyUI-specific log messages
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MODEL_LOAD_LOG_MSG = [
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"To see the GUI go to: "
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]
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MODEL_ERROR_LOG_MSGS = [
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"MetadataIncompleteBuffer",
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"Value not in list: ",
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"[ERROR] Provisioning Script failed"
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]
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MODEL_INFO_LOG_MSGS = [
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'"message":"Downloading'
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]
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benchmark_lyrics = [
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"[verse]\nGuardian cloaked in twilight hue\nShadows melt where he breaks through\nEchoes swirl in mystic flight\nHooded hero owns the night\n\n[verse]\nThrough the chaos shapes arise\nFeral whispers, glowing eyes\nOrcs and creatures side by side\nMarch within the inky tide\n\n[chorus]\nRise above the fear and gloom\nLet your courage fully bloom\nIn the darkness stand your ground\nHear the night proclaim your sound",
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"[verse]\nMorning sun on fields of gold\nGentle stories unfold\nEvery breeze a quiet song\nWhere the peaceful hearts belong\n\n[verse]\nLanterns glow at stable doors\nRustling leaves on orchard floors\nSimple joys in every hand\nLife grows soft in fertile land\n\n[chorus]\nLet the day drift slow and free\nRoot your soul where you can be\nIn this haven warm and bright\nFeel the earth breathe pure delight",
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"[verse]\nLittle feet on dusty ground\nChasing dreams without a sound\nSoccer ball in morning light\nHopes take wing in youthful flight\n\n[verse]\nChrome reflections paint the day\nSwagger in the steps that play\nCopper tones in shining air\nChildhood gleaming everywhere\n\n[chorus]\nKick the world with boundless cheer\nHold the magic close and near\nIn each moment bold and true\nLet the sky belong to you",
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"[verse]\nSunset bleeds across the street\nGilded calm in summer heat\nLow-rise towers rimmed with fire\nDreams ignite as lights climb higher\n\n[verse]\nFootsteps scatter through the haze\nFutures shimmer in the blaze\nEvery window tells a tale\nFloating through a tangerine veil\n\n[chorus]\nLet the neon softly glow\nLet your restless heartbeat slow\nIn this city forged in light\nCarry hope into the night",
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"[verse]\nOcean breathes in rolling arcs\nSprays of diamond, glowing sparks\nWaves unfold a perfect line\nNature’s rhythm feels divine\n\n[verse]\nSun above in golden sweep\nPaints the rise of every deep\nShimmer drifting through the blue\nWorld reborn in every view\n\n[chorus]\nLet the tide pull you along\nHear the water’s ancient song\nIn the cresting waves you’ll find\nQuiet peace for heart and mind",
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"[verse]\nGlass aglow with swirling light\nFruits and mints in colors bright\nIcy whispers clink and chime\nFlowing forms suspend in time\n\n[verse]\nCreamy spirals drift within\nGentle currents slowly spin\nWarm reflections lingering sweet\nMixing flavors at your feet\n\n[chorus]\nSip the glow and let it rise\nTaste the sunset in disguise\nIn this moment clear and true\nLet the warmth flow into you",
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"[verse]\nEngines rumble down the lane\nCopper clouds of steam and rain\nOilpunk dreams in metal shine\nRider drifting down the line\n\n[verse]\nLeather jacket, steady glare\nStories sparking in the air\nMagazine lights frame his face\nKing of roads in timeless grace\n\n[chorus]\nThrottle up beyond the bend\nFeel the force of steel ascend\nRide the night and hold on tight\nClaim the world in streaks of light",
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"[verse]\nCut-out shapes in swirling play\nTextures dance in bold array\nCats in denim, grinning wide\nStrut across the patterned tide\n\n[verse]\nPosters hum with neon glow\nSurreal scenes begin to grow\nColors crisp as folded art\nPatchwork beating like a heart\n\n[chorus]\nLet the collage come alive\nWatch the vibrant pieces thrive\nIn this joyful, crafted space\nEvery shape finds its own place",
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"[verse]\nTiny world in crystal glass\nAncient tales behind the mass\nVillage lights in winter gleam\nFrozen in a mystic dream\n\n[verse]\nLantern beams in swirling air\nSoft enchantment everywhere\nShadows drift with gentle grace\nMagic sealed within the space\n\n[chorus]\nHold the sphere and you will see\nEchoes of a memory\nIn the glow of fragile light\nLives a realm of pure delight",
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"[verse]\nArmor hums with power bright\nChopping sparks in jungle night\nMecha spirits shift and scream\nThrough the ferns like shattered beams\n\n[verse]\nAxes blaze in glowing arcs\nLighting up the shadowed marks\nNature roars in trembling air\nClash of steel and cosmic flare\n\n[chorus]\nRaise the fire, strike the ground\nLet your legend shake the sound\nIn the wild where echoes roam\nForge the fight and carve your home",
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"[verse]\nCrowds ignite in vibrant flare\nBeats explode through smoky air\nDJ robes replaced with flame\nPope on decks in holy frame\n\n[verse]\nLeather gleams in blinding light\nTurntables spin with sacred might\nChoirs echo in the bass\nHeaven pulses through the place\n\n[chorus]\nLift the roof and shake the floor\nSacred rhythm evermore\nLet the music take control\nFeel the blessing in your soul",
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]
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def parse_request(json_msg):
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return {"input" : json_msg}
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benchmark_dataset = [
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{
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"input": {
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"request_id": "",
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"workflow_json": {
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"14": {
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"inputs": {
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"tags": "funk, pop, soul, rock, melodic, guitar, drums, bass, keyboard, percussion, 105 BPM, energetic, upbeat, groovy, vibrant, dynamic",
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"lyrics": lyrics,
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"lyrics_strength": 0.99,
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"clip": ["40", 1]
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},
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"class_type": "TextEncodeAceStepAudio",
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"_meta": {
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"title": "TextEncodeAceStepAudio"
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}
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},
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"17": {
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"inputs": {
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"seconds": 180,
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"batch_size": 1
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},
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"class_type": "EmptyAceStepLatentAudio",
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"_meta": {
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"title": "EmptyAceStepLatentAudio"
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}
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},
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"18": {
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"inputs": {
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"samples": ["52", 0],
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"vae": ["40", 2]
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},
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"class_type": "VAEDecodeAudio",
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"_meta": {
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"title": "VAE Decode Audio"
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}
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},
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"40": {
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"inputs": {
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"ckpt_name": "ace_step_v1_3.5b.safetensors"
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},
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"class_type": "CheckpointLoaderSimple",
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"_meta": {
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"title": "Load Checkpoint"
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}
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},
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"44": {
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"inputs": {
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"conditioning": ["14", 0]
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},
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"class_type": "ConditioningZeroOut",
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"_meta": {
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"title": "ConditioningZeroOut"
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}
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},
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"49": {
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"inputs": {
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"model": ["51", 0],
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"operation": ["50", 0]
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},
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"class_type": "LatentApplyOperationCFG",
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"_meta": {
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"title": "LatentApplyOperationCFG"
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}
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},
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"50": {
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"inputs": {
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"multiplier": 1.15
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},
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"class_type": "LatentOperationTonemapReinhard",
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"_meta": {
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"title": "LatentOperationTonemapReinhard"
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}
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},
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"51": {
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"inputs": {
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"shift": 6,
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"model": ["40", 0]
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},
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"class_type": "ModelSamplingSD3",
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"_meta": {
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"title": "ModelSamplingSD3"
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}
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},
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"52": {
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"inputs": {
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"seed": "__RANDOM_INT__",
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"steps": 65,
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"cfg": 4,
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"sampler_name": "er_sde",
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"scheduler": "linear_quadratic",
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"denoise": 1,
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"model": ["49", 0],
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"positive": ["14", 0],
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"negative": ["44", 0],
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"latent_image": ["17", 0]
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},
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"class_type": "KSampler",
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"_meta": {
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"title": "KSampler"
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}
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},
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"59": {
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"inputs": {
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"filename_prefix": "audio/ComfyUI",
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"quality": "V0",
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"audioUI": "",
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"audio": ["18", 0]
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},
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"class_type": "SaveAudioMP3",
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"_meta": {
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"title": "Save Audio (MP3)"
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}
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}
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}
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}
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} for lyrics in benchmark_lyrics
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]
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worker_config = WorkerConfig(
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model_server_url=MODEL_SERVER_URL,
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model_server_port=MODEL_SERVER_PORT,
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model_log_file=MODEL_LOG_FILE,
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model_healthcheck_url=MODEL_HEALTHCHECK_ENDPOINT,
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handlers=[
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HandlerConfig(
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route="/generate/sync",
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allow_parallel_requests=False,
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max_queue_time=10.0,
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request_parser=parse_request,
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benchmark_config=BenchmarkConfig(
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dataset=benchmark_dataset,
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runs=1
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)
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)
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],
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log_action_config=LogActionConfig(
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on_load=MODEL_LOAD_LOG_MSG,
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on_error=MODEL_ERROR_LOG_MSGS,
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on_info=MODEL_INFO_LOG_MSGS
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)
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)
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Worker(worker_config).run()
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@@ -0,0 +1,291 @@
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import random
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import sys
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from vastai import Worker, WorkerConfig, HandlerConfig, LogActionConfig, BenchmarkConfig
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# ComyUI model configuration
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MODEL_SERVER_URL = 'http://127.0.0.1'
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MODEL_SERVER_PORT = 18288
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MODEL_LOG_FILE = '/var/log/portal/comfyui.log'
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MODEL_HEALTHCHECK_ENDPOINT = "/health"
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# ComyUI-specific log messages
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MODEL_LOAD_LOG_MSG = [
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"To see the GUI go to: "
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]
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MODEL_ERROR_LOG_MSGS = [
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"MetadataIncompleteBuffer",
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"Value not in list: ",
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"[ERROR] Provisioning Script failed"
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]
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MODEL_INFO_LOG_MSGS = [
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'"message":"Downloading'
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]
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benchmark_prompts = [
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"Cartoon hoodie hero; orc, anime cat, bunny; black goo; buff; vector on white.",
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"Cozy farming-game scene with fine details.",
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"2D vector child with soccer ball; airbrush chrome; swagger; antique copper.",
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"Realistic futuristic downtown of low buildings at sunset.",
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"Perfect wave front view; sunny seascape; ultra-detailed water; artful feel.",
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"Clear cup with ice, fruit, mint; creamy swirls; fluid-sim CGI; warm glow.",
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"Male biker with backpack on motorcycle; oilpunk; award-worthy magazine cover.",
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"Collage for textile; surreal cartoon cat in cap/jeans before poster; crisp.",
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"Medieval village inside glass sphere; volumetric light; macro focus.",
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"Iron Man with glowing axe; mecha sci-fi; jungle scene; dynamic light.",
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"Pope Francis DJ in leather jacket, mixing on giant console; dramatic.",
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]
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def parse_request(json_msg):
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return {"input" : json_msg}
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benchmark_dataset = [
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{
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"input": {
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"workflow_json": {
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"90": {
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"inputs": {
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"clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
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"type": "wan",
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"device": "default"
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},
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"class_type": "CLIPLoader",
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"_meta": {
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"title": "Load CLIP"
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}
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},
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"91": {
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"inputs": {
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"text": "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走，裸露，NSFW",
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"clip": [
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"90",
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0
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]
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},
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"class_type": "CLIPTextEncode",
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"_meta": {
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"title": "CLIP Text Encode (Negative Prompt)"
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}
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},
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"92": {
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"inputs": {
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"vae_name": "wan_2.1_vae.safetensors"
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},
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"class_type": "VAELoader",
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"_meta": {
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"title": "Load VAE"
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}
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},
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"93": {
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"inputs": {
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"shift": 8.000000000000002,
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"model": [
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"101",
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0
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]
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},
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"class_type": "ModelSamplingSD3",
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"_meta": {
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"title": "ModelSamplingSD3"
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}
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},
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"94": {
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"inputs": {
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"shift": 8,
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"model": [
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"102",
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0
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]
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},
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"class_type": "ModelSamplingSD3",
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"_meta": {
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"title": "ModelSamplingSD3"
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}
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},
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"95": {
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"inputs": {
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"add_noise": "disable",
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"noise_seed": 0,
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"steps": 20,
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"cfg": 3.5,
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"sampler_name": "euler",
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"scheduler": "simple",
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"start_at_step": 10,
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"end_at_step": 10000,
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"return_with_leftover_noise": "disable",
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"model": [
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"94",
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0
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],
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"positive": [
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"99",
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0
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],
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"negative": [
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"91",
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0
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],
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"latent_image": [
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"96",
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0
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]
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},
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"class_type": "KSamplerAdvanced",
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"_meta": {
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"title": "KSampler (Advanced)"
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}
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},
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"96": {
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"inputs": {
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"add_noise": "enable",
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"noise_seed": "__RANDOM_INT__",
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"steps": 20,
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"cfg": 3.5,
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"sampler_name": "euler",
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"scheduler": "simple",
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"start_at_step": 0,
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"end_at_step": 10,
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"return_with_leftover_noise": "enable",
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"model": [
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"93",
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0
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],
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"positive": [
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"99",
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0
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],
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"negative": [
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"91",
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0
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],
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"latent_image": [
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"104",
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0
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|
]
|
||||||
|
},
|
||||||
|
"class_type": "KSamplerAdvanced",
|
||||||
|
"_meta": {
|
||||||
|
"title": "KSampler (Advanced)"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"97": {
|
||||||
|
"inputs": {
|
||||||
|
"samples": [
|
||||||
|
"95",
|
||||||
|
0
|
||||||
|
],
|
||||||
|
"vae": [
|
||||||
|
"92",
|
||||||
|
0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"class_type": "VAEDecode",
|
||||||
|
"_meta": {
|
||||||
|
"title": "VAE Decode"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"98": {
|
||||||
|
"inputs": {
|
||||||
|
"filename_prefix": "video/ComfyUI",
|
||||||
|
"format": "auto",
|
||||||
|
"codec": "auto",
|
||||||
|
"video": [
|
||||||
|
"100",
|
||||||
|
0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"class_type": "SaveVideo",
|
||||||
|
"_meta": {
|
||||||
|
"title": "Save Video"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"99": {
|
||||||
|
"inputs": {
|
||||||
|
"text":prompt,
|
||||||
|
"clip": [
|
||||||
|
"90",
|
||||||
|
0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"class_type": "CLIPTextEncode",
|
||||||
|
"_meta": {
|
||||||
|
"title": "CLIP Text Encode (Positive Prompt)"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"100": {
|
||||||
|
"inputs": {
|
||||||
|
"fps": 16,
|
||||||
|
"images": [
|
||||||
|
"97",
|
||||||
|
0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"class_type": "CreateVideo",
|
||||||
|
"_meta": {
|
||||||
|
"title": "Create Video"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"101": {
|
||||||
|
"inputs": {
|
||||||
|
"unet_name": "wan2.2_t2v_high_noise_14B_fp8_scaled.safetensors",
|
||||||
|
"weight_dtype": "default"
|
||||||
|
},
|
||||||
|
"class_type": "UNETLoader",
|
||||||
|
"_meta": {
|
||||||
|
"title": "Load Diffusion Model"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"102": {
|
||||||
|
"inputs": {
|
||||||
|
"unet_name": "wan2.2_t2v_low_noise_14B_fp8_scaled.safetensors",
|
||||||
|
"weight_dtype": "default"
|
||||||
|
},
|
||||||
|
"class_type": "UNETLoader",
|
||||||
|
"_meta": {
|
||||||
|
"title": "Load Diffusion Model"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"104": {
|
||||||
|
"inputs": {
|
||||||
|
"width": 640,
|
||||||
|
"height": 640,
|
||||||
|
"length": 81,
|
||||||
|
"batch_size": 1
|
||||||
|
},
|
||||||
|
"class_type": "EmptyHunyuanLatentVideo",
|
||||||
|
"_meta": {
|
||||||
|
"title": "EmptyHunyuanLatentVideo"
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} for prompt in benchmark_prompts
|
||||||
|
]
|
||||||
|
|
||||||
|
worker_config = WorkerConfig(
|
||||||
|
model_server_url=MODEL_SERVER_URL,
|
||||||
|
model_server_port=MODEL_SERVER_PORT,
|
||||||
|
model_log_file=MODEL_LOG_FILE,
|
||||||
|
model_healthcheck_url=MODEL_HEALTHCHECK_ENDPOINT,
|
||||||
|
handlers=[
|
||||||
|
HandlerConfig(
|
||||||
|
route="/generate/sync",
|
||||||
|
allow_parallel_requests=False,
|
||||||
|
max_queue_time=10.0,
|
||||||
|
request_parser=parse_request,
|
||||||
|
benchmark_config=BenchmarkConfig(
|
||||||
|
dataset=benchmark_dataset,
|
||||||
|
runs=1
|
||||||
|
)
|
||||||
|
)
|
||||||
|
],
|
||||||
|
log_action_config=LogActionConfig(
|
||||||
|
on_load=MODEL_LOAD_LOG_MSG,
|
||||||
|
on_error=MODEL_ERROR_LOG_MSGS,
|
||||||
|
on_info=MODEL_INFO_LOG_MSGS
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
Worker(worker_config).run()
|
||||||
Reference in New Issue
Block a user