fix: fix nvidia provider #3716

wukaixingxp · 2025-10-07T00:43:48Z

What does this PR do?

(Used claude to solve #3715, coded with claude but tested by me)

From claude summary:

Problem: The NVIDIAInferenceAdapter class was missing the alias_to_provider_id_map attribute, which caused the error:

ERROR 'NVIDIAInferenceAdapter' object has no attribute 'alias_to_provider_id_map'

Root Cause: The NVIDIAInferenceAdapter only inherited from OpenAIMixin, but some parts of the system expected it to have the alias_to_provider_id_map attribute, which is provided by the ModelRegistryHelper class.

Solution:

Added ModelRegistryHelper import: Imported the ModelRegistryHelper class from llama_stack.providers.utils.inference.model_registry
Updated inheritance: Changed the class declaration to inherit from both OpenAIMixin and ModelRegistryHelper
Added proper initialization: Added an __init__ method that properly initializes the ModelRegistryHelper with empty model entries (since NVIDIA uses dynamic model discovery) and the allowed models from the configuration

Key Changes:

Added from llama_stack.providers.utils.inference.model_registry import ModelRegistryHelper
Changed class declaration from class NVIDIAInferenceAdapter(OpenAIMixin): to class NVIDIAInferenceAdapter(OpenAIMixin, ModelRegistryHelper):
Added __init__ method that calls ModelRegistryHelper.__init__(self, model_entries=[], allowed_models=config.allowed_models)

The inheritance order is important - OpenAIMixin comes first to ensure its check_model_availability() method takes precedence over the ModelRegistryHelper version, as mentioned in the class documentation.

This fix ensures that the NVIDIAInferenceAdapter has the required alias_to_provider_id_map attribute while maintaining all existing functionality.

Test Plan

Launching llama-stack server successfully, see logs:

NVIDIA_API_KEY=dummy NVIDIA_BASE_URL=http://localhost:8912 llama stack run /home/nvidia/.llama/distributions/starter/starter-run.yaml --image-type venv &
[2] 3753042
(venv) nvidia@nv-meta-H100-testing-gpu01:~/kai/llama-stack$ WARNING  2025-10-07 00:29:09,848 root:266 uncategorized: Unknown logging category:
         openai::conversations. Falling back to default 'root' level: 20
WARNING  2025-10-07 00:29:09,932 root:266 uncategorized: Unknown logging category: cli.
         Falling back to default 'root' level: 20
INFO     2025-10-07 00:29:09,937 llama_stack.core.utils.config_resolution:45 core:
         Using file path: /home/nvidia/.llama/distributions/starter/starter-run.yaml
INFO     2025-10-07 00:29:09,937 llama_stack.cli.stack.run:136 cli: Using run
         configuration: /home/nvidia/.llama/distributions/starter/starter-run.yaml
Using virtual environment: /home/nvidia/kai/venv
Virtual environment already activated
+ '[' -n /home/nvidia/.llama/distributions/starter/starter-run.yaml ']'
+ yaml_config_arg=/home/nvidia/.llama/distributions/starter/starter-run.yaml
+ llama stack run /home/nvidia/.llama/distributions/starter/starter-run.yaml --port 8321
WARNING  2025-10-07 00:29:11,432 root:266 uncategorized: Unknown logging category:
         openai::conversations. Falling back to default 'root' level: 20
WARNING  2025-10-07 00:29:11,593 root:266 uncategorized: Unknown logging category: cli.
         Falling back to default 'root' level: 20
INFO     2025-10-07 00:29:11,603 llama_stack.core.utils.config_resolution:45 core:
         Using file path: /home/nvidia/.llama/distributions/starter/starter-run.yaml
INFO     2025-10-07 00:29:11,604 llama_stack.cli.stack.run:136 cli: Using run
         configuration: /home/nvidia/.llama/distributions/starter/starter-run.yaml
INFO     2025-10-07 00:29:11,624 llama_stack.cli.stack.run:155 cli: No image type or
         image name provided. Assuming environment packages.
INFO     2025-10-07 00:29:11,625 llama_stack.core.utils.config_resolution:45 core:
         Using file path: /home/nvidia/.llama/distributions/starter/starter-run.yaml
INFO     2025-10-07 00:29:11,644 llama_stack.cli.stack.run:230 cli: HTTPS enabled with
         certificates:
           Key: None
           Cert: None
INFO     2025-10-07 00:29:11,645 llama_stack.cli.stack.run:232 cli: Listening on ['::',
         '0.0.0.0']:8321
INFO     2025-10-07 00:29:11,816 llama_stack.core.utils.config_resolution:45 core:
         Using file path: /home/nvidia/.llama/distributions/starter/starter-run.yaml
INFO     2025-10-07 00:29:11,836 llama_stack.core.server.server:480 core::server: Run
         configuration:
INFO     2025-10-07 00:29:11,845 llama_stack.core.server.server:483 core::server: apis:
         - agents
         - batches
         - datasetio
         - eval
         - files
         - inference
         - post_training
         - safety
         - scoring
         - telemetry
         - tool_runtime
         - vector_io
         benchmarks: []
         datasets: []
         image_name: starter
         inference_store:
           db_path: /home/nvidia/.llama/distributions/starter/inference_store.db
           type: sqlite
         metadata_store:
           db_path: /home/nvidia/.llama/distributions/starter/registry.db
           type: sqlite
         models: []
         providers:
           agents:
           - config:
               persistence_store:
                 db_path: /home/nvidia/.llama/distributions/starter/agents_store.db
                 type: sqlite
               responses_store:
                 db_path: /home/nvidia/.llama/distributions/starter/responses_store.db
                 type: sqlite
             provider_id: meta-reference
             provider_type: inline::meta-reference
           batches:
           - config:
               kvstore:
                 db_path: /home/nvidia/.llama/distributions/starter/batches.db
                 type: sqlite
             provider_id: reference
             provider_type: inline::reference
           datasetio:
           - config:
               kvstore:
                 db_path:
         /home/nvidia/.llama/distributions/starter/huggingface_datasetio.db
                 type: sqlite
             provider_id: huggingface
             provider_type: remote::huggingface
           - config:
               kvstore:
                 db_path:
         /home/nvidia/.llama/distributions/starter/localfs_datasetio.db
                 type: sqlite
             provider_id: localfs
             provider_type: inline::localfs
           eval:
           - config:
               kvstore:
                 db_path:
         /home/nvidia/.llama/distributions/starter/meta_reference_eval.db
                 type: sqlite
             provider_id: meta-reference
             provider_type: inline::meta-reference
           files:
           - config:
               metadata_store:
                 db_path: /home/nvidia/.llama/distributions/starter/files_metadata.db
                 type: sqlite
               storage_dir: /home/nvidia/.llama/distributions/starter/files
             provider_id: meta-reference-files
             provider_type: inline::localfs
           inference:
           - config:
               api_key: '********'
               url: https://api.fireworks.ai/inference/v1
             provider_id: fireworks
             provider_type: remote::fireworks
           - config:
               api_key: '********'
               url: https://api.together.xyz/v1
             provider_id: together
             provider_type: remote::together
           - config: {}
             provider_id: bedrock
             provider_type: remote::bedrock
           - config:
               api_key: '********'
               append_api_version: true
               url: http://localhost:8912
             provider_id: nvidia
             provider_type: remote::nvidia
           - config:
               api_key: '********'
               base_url: https://api.openai.com/v1
             provider_id: openai
             provider_type: remote::openai
           - config:
               api_key: '********'
             provider_id: anthropic
             provider_type: remote::anthropic
           - config:
               api_key: '********'
             provider_id: gemini
             provider_type: remote::gemini
           - config:
               api_key: '********'
               url: https://api.groq.com
             provider_id: groq
             provider_type: remote::groq
           - config:
               api_key: '********'
               url: https://api.sambanova.ai/v1
             provider_id: sambanova
             provider_type: remote::sambanova
           - config: {}
             provider_id: sentence-transformers
             provider_type: inline::sentence-transformers
           post_training:
           - config:
               checkpoint_format: meta
             provider_id: torchtune-cpu
             provider_type: inline::torchtune-cpu
           safety:
           - config:
               excluded_categories: []
             provider_id: llama-guard
             provider_type: inline::llama-guard
           - config: {}
             provider_id: code-scanner
             provider_type: inline::code-scanner
           scoring:
           - config: {}
             provider_id: basic
             provider_type: inline::basic
           - config: {}
             provider_id: llm-as-judge
             provider_type: inline::llm-as-judge
           - config:
               openai_api_key: '********'
             provider_id: braintrust
             provider_type: inline::braintrust
           telemetry:
           - config:
               service_name: "\u200B"
               sinks: sqlite
               sqlite_db_path: /home/nvidia/.llama/distributions/starter/trace_store.db
             provider_id: meta-reference
             provider_type: inline::meta-reference
           tool_runtime:
           - config:
               api_key: '********'
               max_results: 3
             provider_id: brave-search
             provider_type: remote::brave-search
           - config:
               api_key: '********'
               max_results: 3
             provider_id: tavily-search
             provider_type: remote::tavily-search
           - config: {}
             provider_id: rag-runtime
             provider_type: inline::rag-runtime
           - config: {}
             provider_id: model-context-protocol
             provider_type: remote::model-context-protocol
           vector_io:
           - config:
               kvstore:
                 db_path: /home/nvidia/.llama/distributions/starter/faiss_store.db
                 type: sqlite
             provider_id: faiss
             provider_type: inline::faiss
           - config:
               db_path: /home/nvidia/.llama/distributions/starter/sqlite_vec.db
               kvstore:
                 db_path:
         /home/nvidia/.llama/distributions/starter/sqlite_vec_registry.db
                 type: sqlite
             provider_id: sqlite-vec
             provider_type: inline::sqlite-vec
         scoring_fns: []
         server:
           port: 8321
         shields: []
         tool_groups:
         - provider_id: tavily-search
           toolgroup_id: builtin::websearch
         - provider_id: rag-runtime
           toolgroup_id: builtin::rag
         vector_dbs: []
         version: 2
INFO     2025-10-07 00:29:12,138
         llama_stack.providers.remote.inference.nvidia.nvidia:49 inference::nvidia:
         Initializing NVIDIAInferenceAdapter(http://localhost:8912)...
INFO     2025-10-07 00:29:12,921
         llama_stack.providers.utils.inference.inference_store:74 inference: Write
         queue disabled for SQLite to avoid concurrency issues
INFO     2025-10-07 00:29:13,524
         llama_stack.providers.utils.responses.responses_store:96 openai_responses:
         Write queue disabled for SQLite to avoid concurrency issues
ERROR    2025-10-07 00:29:13,679 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: FireworksInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"fireworks_api_key": "<API_KEY>"},
         or in the provider config.
WARNING  2025-10-07 00:29:13,681 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider fireworks: API key is
         not set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"fireworks_api_key": "<API_KEY>"}, or in the
         provider config.
ERROR    2025-10-07 00:29:13,682 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: TogetherInferenceAdapter.list_provider_model_ids() failed
         with: Pass Together API Key in the header X-LlamaStack-Provider-Data as {
         "together_api_key": <your api key>}
WARNING  2025-10-07 00:29:13,684 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider together: Pass
         Together API Key in the header X-LlamaStack-Provider-Data as {
         "together_api_key": <your api key>}
Handling connection for 8912
INFO     2025-10-07 00:29:14,047 llama_stack.providers.utils.inference.openai_mixin:448
         providers::utils: NVIDIAInferenceAdapter.list_provider_model_ids() returned 3
         models
ERROR    2025-10-07 00:29:14,062 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: OpenAIInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"openai_api_key": "<API_KEY>"}, or
         in the provider config.
WARNING  2025-10-07 00:29:14,063 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider openai: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"openai_api_key": "<API_KEY>"}, or in the
         provider config.
ERROR    2025-10-07 00:29:14,099 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: AnthropicInferenceAdapter.list_provider_model_ids() failed
         with: "Could not resolve authentication method. Expected either api_key or
         auth_token to be set. Or for one of the `X-Api-Key` or `Authorization` headers
         to be explicitly omitted"
WARNING  2025-10-07 00:29:14,100 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider anthropic: "Could not
         resolve authentication method. Expected either api_key or auth_token to be
         set. Or for one of the `X-Api-Key` or `Authorization` headers to be explicitly
         omitted"
ERROR    2025-10-07 00:29:14,102 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: GeminiInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"gemini_api_key": "<API_KEY>"}, or
         in the provider config.
WARNING  2025-10-07 00:29:14,103 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider gemini: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"gemini_api_key": "<API_KEY>"}, or in the
         provider config.
ERROR    2025-10-07 00:29:14,105 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: GroqInferenceAdapter.list_provider_model_ids() failed with:
         API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"groq_api_key": "<API_KEY>"}, or in
         the provider config.
WARNING  2025-10-07 00:29:14,106 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider groq: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"groq_api_key": "<API_KEY>"}, or in the provider
         config.
ERROR    2025-10-07 00:29:14,107 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: SambaNovaInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"sambanova_api_key": "<API_KEY>"},
         or in the provider config.
WARNING  2025-10-07 00:29:14,109 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider sambanova: API key is
         not set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"sambanova_api_key": "<API_KEY>"}, or in the
         provider config.
INFO     2025-10-07 00:29:14,454 uvicorn.error:84 uncategorized: Started server process
         [3753046]
INFO     2025-10-07 00:29:14,455 uvicorn.error:48 uncategorized: Waiting for
         application startup.
INFO     2025-10-07 00:29:14,457 llama_stack.core.server.server:170 core::server:
         Starting up
INFO     2025-10-07 00:29:14,458 llama_stack.core.stack:415 core: starting registry
         refresh task
ERROR    2025-10-07 00:29:14,459 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: FireworksInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"fireworks_api_key": "<API_KEY>"},
         or in the provider config.
WARNING  2025-10-07 00:29:14,461 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider fireworks: API key is
         not set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"fireworks_api_key": "<API_KEY>"}, or in the
         provider config.
ERROR    2025-10-07 00:29:14,462 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: TogetherInferenceAdapter.list_provider_model_ids() failed
         with: Pass Together API Key in the header X-LlamaStack-Provider-Data as {
         "together_api_key": <your api key>}
WARNING  2025-10-07 00:29:14,463 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider together: Pass
         Together API Key in the header X-LlamaStack-Provider-Data as {
         "together_api_key": <your api key>}
ERROR    2025-10-07 00:29:14,465 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: OpenAIInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"openai_api_key": "<API_KEY>"}, or
         in the provider config.
WARNING  2025-10-07 00:29:14,466 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider openai: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"openai_api_key": "<API_KEY>"}, or in the
         provider config.
INFO     2025-10-07 00:29:14,500 uvicorn.error:62 uncategorized: Application startup
         complete.
ERROR    2025-10-07 00:29:14,502 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: AnthropicInferenceAdapter.list_provider_model_ids() failed
         with: "Could not resolve authentication method. Expected either api_key or
         auth_token to be set. Or for one of the `X-Api-Key` or `Authorization` headers
         to be explicitly omitted"
WARNING  2025-10-07 00:29:14,503 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider anthropic: "Could not
         resolve authentication method. Expected either api_key or auth_token to be
         set. Or for one of the `X-Api-Key` or `Authorization` headers to be explicitly
         omitted"
ERROR    2025-10-07 00:29:14,504 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: GeminiInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"gemini_api_key": "<API_KEY>"}, or
         in the provider config.
WARNING  2025-10-07 00:29:14,506 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider gemini: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"gemini_api_key": "<API_KEY>"}, or in the
         provider config.
ERROR    2025-10-07 00:29:14,507 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: GroqInferenceAdapter.list_provider_model_ids() failed with:
         API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"groq_api_key": "<API_KEY>"}, or in
         the provider config.
WARNING  2025-10-07 00:29:14,508 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider groq: API key is not
         set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"groq_api_key": "<API_KEY>"}, or in the provider
         config.
ERROR    2025-10-07 00:29:14,510 llama_stack.providers.utils.inference.openai_mixin:439
         providers::utils: SambaNovaInferenceAdapter.list_provider_model_ids() failed
         with: API key is not set. Please provide a valid API key in the provider data
         header, e.g. x-llamastack-provider-data: {"sambanova_api_key": "<API_KEY>"},
         or in the provider config.
WARNING  2025-10-07 00:29:14,511 llama_stack.core.routing_tables.models:36
         core::routing_tables: Model refresh failed for provider sambanova: API key is
         not set. Please provide a valid API key in the provider data header, e.g.
         x-llamastack-provider-data: {"sambanova_api_key": "<API_KEY>"}, or in the
         provider config.
INFO     2025-10-07 00:29:14,513 uvicorn.error:216 uncategorized: Uvicorn running on
         http://['::', '0.0.0.0']:8321 (Press CTRL+C to quit)

tested with curl model, it also works:

curl http://localhost:8321/v1/models
{"data":[{"identifier":"bedrock/meta.llama3-1-8b-instruct-v1:0","provider_resource_id":"meta.llama3-1-8b-instruct-v1:0","provider_id":"bedrock","type":"model","metadata":{},"model_type":"llm"},{"identifier":"bedrock/meta.llama3-1-70b-instruct-v1:0","provider_resource_id":"meta.llama3-1-70b-instruct-v1:0","provider_id":"bedrock","type":"model","metadata":{},"model_type":"llm"},{"identifier":"bedrock/meta.llama3-1-405b-instruct-v1:0","provider_resource_id":"meta.llama3-1-405b-instruct-v1:0","provider_id":"bedrock","type":"model","metadata":{},"model_type":"llm"},{"identifier":"nvidia/bigcode/starcoder2-7b","provider_resource_id":"bigcode/starcoder2-7b","provider_id":"nvidia","type":"model","metadata":{},"model_type":"llm"},{"identifier":"nvidia/meta/llama-3.3-70b-instruct","provider_resource_id":"meta/llama-3.3-70b-instruct","provider_id":"nvidia","type":"model","metadata":{},"model_type":"llm"},{"identifier":"nvidia/nvidia/llama-3.2-nv-embedqa-1b-v2","provider_resource_id":"nvidia/llama-3.2-nv-embedqa-1b-v2","provider_id":"nvidia","type":"model","metadata":{"embedding_dimension":2048,"context_length":8192},"model_type":"embedding"},{"identifier":"sentence-transformers/all-MiniLM-L6-v2","provider_resource_id":"all-MiniLM-L6-v2","provider_id":"sentence-transformers","type":"model","metadata":{"embedding_dimension":384},"model_type":"embedding"}]}%

franciscojavierarceo · 2025-10-07T14:24:28Z

@github-actions run precommit

github-actions · 2025-10-07T14:24:43Z

⏳ Running pre-commit hooks on PR #3716...

🤖 Applied by @github-actions bot via pre-commit workflow

github-actions · 2025-10-07T14:26:16Z

✅ Pre-commit hooks completed successfully!

🔧 Changes have been committed and pushed to the PR branch.

ehhuang

thanks

This reverts commit c940fe7.

@wukaixingxp

This reverts commit c940fe7. @wukaixingxp I stamped to fast. Let's wait for @mattf's review.

fix nvidia provider

e2e8e7f

wukaixingxp requested review from ashwinb, yanxi0830, hardikjshah, raghotham, ehhuang, terrytangyuan, leseb, bbrowning, reluctantfuturist, mattf, slekkala1 and franciscojavierarceo as code owners October 7, 2025 00:43

meta-cla bot added the CLA Signed This label is managed by the Meta Open Source bot. label Oct 7, 2025

wukaixingxp changed the title ~~fix nvidia provider~~ fix: fix nvidia provider Oct 7, 2025

style: apply pre-commit fixes

4f43f23

🤖 Applied by @github-actions bot via pre-commit workflow

ehhuang approved these changes Oct 8, 2025

View reviewed changes

ehhuang merged commit c940fe7 into llamastack:main Oct 8, 2025
1 check passed

ehhuang added a commit that referenced this pull request Oct 8, 2025

chore: Revert "fix: fix nvidia provider (#3716)"

9e61a4a

This reverts commit c940fe7.

ehhuang added a commit that referenced this pull request Oct 8, 2025

chore: Revert "fix: fix nvidia provider (#3716)" (#3730)

b6e9f41

This reverts commit c940fe7. @wukaixingxp I stamped to fast. Let's wait for @mattf's review.

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Uh oh!

fix: fix nvidia provider #3716

fix: fix nvidia provider #3716

wukaixingxp commented Oct 7, 2025

Uh oh!

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fix: fix nvidia provider #3716

fix: fix nvidia provider #3716

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wukaixingxp commented Oct 7, 2025

What does this PR do?

From claude summary:

Test Plan

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