LLM infra commands

Kenza-AI · Jan 19, 2024 · 5512288 · 5512288
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diff --git a/README.md b/README.md
@@ -967,3 +967,73 @@ This command deploys a Foundation model without code.
 `--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
 
 `--endpoint-name ENDPOINT_NAME`: Optional name for the SageMaker endpoint
+
+
+### LLM Start Infrastructure
+
+#### Name
+
+Command to start LLM infrastructure
+
+#### Synopsis
+```sh
+sagify llm start [--all] [--chat-completions] [--image-creations] [--embeddings] [--config EC2_CONFIG_FILE] --aws-profile AWS_PROFILE --aws-region AWS_REGION [--aws-tags TAGS] [--iam-role-arn IAM_ROLE] [--external-id EXTERNAL_ID]
+```
+
+#### Description
+
+It spins up the endpoints for chat completions, image creation and embeddings.
+
+#### Required Flags
+
+`--all`: Start infrastructure for all services.
+
+`--chat-completions`: Start infrastructure for chat completions.
+
+`--image-creations`: Start infrastructure for image creations.
+
+`--embeddings`: Start infrastructure for embeddings.
+
+`--config EC2_CONFIG_FILE`: Path to config file to override foundation models, ec2 instance types and/or number of instances.
+
+`--aws-profile AWS_PROFILE`: The AWS profile to use for the lightning deploy command
+
+`--aws-region AWS_REGION`: The AWS region to use for the lightning deploy command
+
+#### Optional Flags
+
+`--aws-tags TAGS` or `-a TAGS`: Tags for labeling a training job of the form `tag1=value1;tag2=value2`. For more, see https://docs.aws.amazon.com/sagemaker/latest/dg/API_Tag.html.
+
+`--iam-role-arn IAM_ROLE` or `-r IAM_ROLE`: AWS IAM role to use for deploying with *SageMaker*
+
+`--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
+
+
+### LLM Stop Infrastructure
+
+#### Name
+
+Command to stop LLM infrastructure
+
+#### Synopsis
+```sh
+sagify llm stop --aws-profile AWS_PROFILE --aws-region AWS_REGION [--aws-tags TAGS] [--iam-role-arn IAM_ROLE] [--external-id EXTERNAL_ID]
+```
+
+#### Description
+
+It stop all the services that are running.
+
+#### Required Flags
+
+`--aws-profile AWS_PROFILE`: The AWS profile to use for the lightning deploy command
+
+`--aws-region AWS_REGION`: The AWS region to use for the lightning deploy command
+
+#### Optional Flags
+
+`--aws-tags TAGS` or `-a TAGS`: Tags for labeling a training job of the form `tag1=value1;tag2=value2`. For more, see https://docs.aws.amazon.com/sagemaker/latest/dg/API_Tag.html.
+
+`--iam-role-arn IAM_ROLE` or `-r IAM_ROLE`: AWS IAM role to use for deploying with *SageMaker*
+
+`--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
diff --git a/docs/index.md b/docs/index.md
@@ -1674,3 +1674,73 @@ This command deploys a Foundation model without code.
 `--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
 
 `--endpoint-name ENDPOINT_NAME`: Optional name for the SageMaker endpoint
+
+
+### LLM Start Infrastructure
+
+#### Name
+
+Command to start LLM infrastructure
+
+#### Synopsis
+```sh
+sagify llm start [--all] [--chat-completions] [--image-creations] [--embeddings] [--config EC2_CONFIG_FILE] --aws-profile AWS_PROFILE --aws-region AWS_REGION [--aws-tags TAGS] [--iam-role-arn IAM_ROLE] [--external-id EXTERNAL_ID]
+```
+
+#### Description
+
+It spins up the endpoints for chat completions, image creation and embeddings.
+
+#### Required Flags
+
+`--all`: Start infrastructure for all services.
+
+`--chat-completions`: Start infrastructure for chat completions.
+
+`--image-creations`: Start infrastructure for image creations.
+
+`--embeddings`: Start infrastructure for embeddings.
+
+`--config EC2_CONFIG_FILE`: Path to config file to override foundation models, ec2 instance types and/or number of instances.
+
+`--aws-profile AWS_PROFILE`: The AWS profile to use for the lightning deploy command
+
+`--aws-region AWS_REGION`: The AWS region to use for the lightning deploy command
+
+#### Optional Flags
+
+`--aws-tags TAGS` or `-a TAGS`: Tags for labeling a training job of the form `tag1=value1;tag2=value2`. For more, see https://docs.aws.amazon.com/sagemaker/latest/dg/API_Tag.html.
+
+`--iam-role-arn IAM_ROLE` or `-r IAM_ROLE`: AWS IAM role to use for deploying with *SageMaker*
+
+`--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
+
+
+### LLM Stop Infrastructure
+
+#### Name
+
+Command to stop LLM infrastructure
+
+#### Synopsis
+```sh
+sagify llm stop --aws-profile AWS_PROFILE --aws-region AWS_REGION [--aws-tags TAGS] [--iam-role-arn IAM_ROLE] [--external-id EXTERNAL_ID]
+```
+
+#### Description
+
+It stop all the services that are running.
+
+#### Required Flags
+
+`--aws-profile AWS_PROFILE`: The AWS profile to use for the lightning deploy command
+
+`--aws-region AWS_REGION`: The AWS region to use for the lightning deploy command
+
+#### Optional Flags
+
+`--aws-tags TAGS` or `-a TAGS`: Tags for labeling a training job of the form `tag1=value1;tag2=value2`. For more, see https://docs.aws.amazon.com/sagemaker/latest/dg/API_Tag.html.
+
+`--iam-role-arn IAM_ROLE` or `-r IAM_ROLE`: AWS IAM role to use for deploying with *SageMaker*
+
+`--external-id EXTERNAL_ID` or `-x EXTERNAL_ID`: Optional external id used when using an IAM role
diff --git a/sagify/__main__.py b/sagify/__main__.py
@@ -6,6 +6,7 @@
 from sagify.commands.build import build
 from sagify.commands.cloud import cloud
 from sagify.commands.initialize import init
+from sagify.commands.llm import llm
 from sagify.commands.local import local
 from sagify.commands.push import push
 from sagify.commands.configure import configure
@@ -31,6 +32,7 @@ def add_commands(cli):
     cli.add_command(push)
     cli.add_command(cloud)
     cli.add_command(configure)
+    cli.add_command(llm)
 
 
 add_commands(cli)