v1.30.0

1.30.0 (2023-08-10)

Features

• Add model.evaluate() method to Model class (51df86e)
• Add support for providing only text to MultiModalEmbeddingModel.get_embeddings() (38ec40a)

Bug Fixes

• LLM - Fixed filter in list_tuned_model_names (57806fb)

v1.29.0

1.29.0 (2023-08-02)

Features

• Add preview CustomJob which can be run on persistent resource (56906b0)
• LLM - Support for Batch Prediction for the textembedding models (preview) (a368538)
• LLM - Support tuning for the code-bison model (preview) (e4b23a2)
• LVM - Large Vision Models SDK (preview release). Support for image captioning and image QnA (imagetext model) and multi modal embedding (multimodelembedding model) (preview) (9bbf1ea)

Bug Fixes

• LLM - Fixed get_tuned_model for the future models that are not text-bison (1adf72b)

Documentation

• Fix auto-generated pydoc for language_models (7d72bd1)
• LLM - Made it possible to provide message history to CodeChatModel when starting chat. (cf46145)

v1.28.1

1.28.1 (2023-07-18)

Features

• LLM - Released the BatchPrediction to GA for TextGenerationModel (701c3a2)
• LLM - Support tuning in the "us-central1" location (4aa7745)

Bug Fixes

• Fix artifact registry link not showing in ui when creating schedules with SDK. (203cb47)
• Fixed the installation error caused by a PyYAML issue (4b86ce1)
• Require model name in ModelEvaluation.list() (aed8c76)

Documentation

• Fixed a docstring for train_steps (1f55b05)

Miscellaneous Chores

• Release 1.28.1 (8ebf22e)

v1.28.0

1.28.0 (2023-07-08)

Features

• LLM - Released the Chat models to GA (22aa26d)

v1.27.1

1.27.1 (2023-07-06)

Features

• Add sdk support for xai example-based explanations (f9ca1d5)

Miscellaneous Chores

• Release 1.27.1 (2159f29)

v1.27.0

1.27.0 (2023-06-30)

Features

• Add submit for CustomTrainingJob and CustomContainerTrainingJob which won't block until complete. (d6476d0)
• LLM - Added support for learning_rate in tuning (c6cdd10)
• LLM - Released the Codey models to GA (89609c9)

Bug Fixes

• Fix aiplatform.init bug by replacing experiment_name with experiment (c60773a)
• Fix error when calling update_state() after ExperimentRun.list() (cb255ec)
• LLM - Exported the ChatMessage class (7bf7634)
• LLM - Fixed the chat models failing due to safetyAttributes format (459ba86)
• Vizier - Fixed pyvizier client study creation errors (16299d1)

Documentation

• Fixed a docstring for _Dataset (b68a941)
• Fixed a docstring for TimeSeriesDataset (a7dfce2)
• Populate GA LLM SDK Pydocs (e248285)
• Update scheduled pipelines client max_run_count docstring with allowed values. (750e161)

v1.26.1

1.26.1 (2023-06-21)

Features

• Add additional scheduled pipelines client getters and unit tests. (9371b4f)
• Add PipelineJobSchedule update method and unit tests. (69c5f60)
• Add tunable parameters for Model Garden model training to the "AutoMLImageTrainingJob" in SDK. (50646be)
• LLM - Added batch prediction (2235305)
• LLM - Exposed the chat history (bf0e20b)
• LLM - Exposed the safety attributes (01ba3ca)

Bug Fixes

• Change scheduled pipelines client dashboard uri to view created schedules. Note: uri will not work until scheduler UI is GA. (d4d8613)
• Fix bug where scheduled pipeline jobs were not running. (4e7d11a)
• Remove Schedule read mask because ListSchedules does not support it. (1fda417)

Miscellaneous Chores

• Release 1.26.1 (42567d2)

Documentation

• Update scheduled pipelines client wait() docstring. (a7d92e5)

v1.26.0

1.26.0 (2023-06-07)

Features

• Add additional scheduled pipelines client create method unit tests. (0463678)
• Add pipelineJob create_schedule() method and unit test. (635ae9c)
• Add scheduled pipelines client create/get methods and unit tests. (4755fc7)
• Add scheduled pipelines client list/pause/resume methods and unit tests. (ce5dee4)
• Adding enable_access_logging parameter to Endpoint.deploy() method, minor edit to batch_predict() docstring (794cedd)
• LLM - Added support for CMEK in tuning (aebf74a)
• LLM - Released the LLM SDK to GA (76465e2)
• Support publisher models in BatchPredictionJob.create (13b11c6)

Bug Fixes

• CustomJob.from_local_script does not pass args to script for custom container images (6ead69d)
• Fix bug when checking PipelineJob failure status (a154859)
• Fix the bug that start_upload_tb_log() doesn't continuously upload (66e6eae)
• LLM - Fixed parameters set in ChatModel.start_chat being ignored (a0d815d)
• LLM - Fixed the DataFrame staging on Windows (056b0bd)
• Resource created by _construct_sdk_resource_from_gapic should use the project from the resource name instead of the default project. (162b2f2)
• Retry for etag errors on context update. (d3d5f9a)
• Unbreak additional timeout for MatchingEngineIndexEndpoint deploy_index (af199c0)

Documentation

• Correct text embedding model ID docstring (8824629)
• LLM - Fixed the rendering of the example usage code blocks. (eaaee28)

v1.25.0

1.25.0 (2023-05-09)

Features

• Add support for Large Language Models (866c6aa)
• Add default TensorBoard support. (fa7d3a0)
• Add support for find_neighbors/read_index_datapoints in matching engine public endpoint (e3a87f0)
• Added the new root vertexai package (fbd03b1)

Bug Fixes

• EntityType RPC update returns the updated EntityType - not an LRO. (8f9c714)
• Fix default AutoML Forecasting transformations list. (77b89c0)
• Fix type hints for Prediction.predictions. (56518f1)
• Removed parameter Resume, due to causing confusion and errors. (c82e0b5)

v1.24.1

1.24.1 (2023-04-21)

Features

• Add preview capability to deploy models with shared resources. (29d4e45)
• Add support for create public index endpoint in matching engine (7e6022b)
• Add support for return public endpoint dns name in matching engine (1b5ae44)
• Add the new model types to the "AutoMLImageTrainingJob" in SDK. (4d032d5)
• Adds the Time series Dense Encoder (TiDE) forecasting job. (d8e6744)
• Remove google internal annotation when export to github. (fd5ff99)

Bug Fixes

• Support timestamp in Vertex SDK write_feature_values() (4b0722c)

Documentation

• Add Time series Dense Encoder (TiDE) model code sample. (8e91a58)
• Fix docstring formatting for exceptions (d75322c)

Miscellaneous Chores

• Release 1.24.1 (cf633a2)