2025Servless助力大语言模型工程化实践

LMSI模LMSI模0303Serverless OSI7

LMSIApplication表示层(PresentationNetworkPhysical

算力层 "mapping":"CHS奇怪的渔人吐司"CHT奇怪的漁人吐司"DE":"Misslungene"EN":"SuspiciousFisherman’s 第七条深度合成服务提供者应当落实信 个人信息保护

知识库

Session/

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中国区合规跨境数据网 跨境数据传输服

CloudProgrammingSimplified:ABerkeleyViewonServerless $tree├──├──├── ├── init └──└──└──

$cd$unzipf6e…python3.6.zip–d$tree├──├── init[...MORE init├──_imaging.cpython-36m-x86_64-linux-├── ├── init └──└── importfromchaliceimportapp=ec2=defmake_aws_call(event,return

"Version":"2012-10-"Effect":"Effect":"Action":"Resource":"Effect":"Action":["ec2:DescribeRegions"],"Resource":["*"],"Sid": "version":"2.0","app_name":"helloworld","stages":{"iam_policy_file":"app-"dev":{"api_gateway_stage":"api","iam_policy_file":"app-

$treehelloworld/.chalice/ defhandler(event):defevent_handler(event:(”bucketevent:%s,key%s",event.bucket,defevent_handler(event:SQSEvent):("Event:%s",event.to_dict()) defapp.websocket_api.send(connection_id=event.connection_id,message=event.body)exceptWebsocketDisconnectedErrorase: training_params={'AlgorithmSpecification':{'TrainingInputMode':'File''ResourceConfig':‘InstanceType’:‘ml.p3.2xlarge’,…'HyperParameters':‘epochs’:‘10’,'sagemaker_distributed_dataparallel_enabled':'true'#启用SageMaker'InputDataConfig':response= pytorch_model=pytorch_model=model_data=role=role,entry_point='inference.py’,framework_version='2.3.0’,env=env_variables_dict,predictor=pytorch_model.deploy(instance_type='ml.g5.xlarge',endpoint_name='vis-search-mod