Audit events for watsonx.ai
The following list describes auditable events that are generated for IBM watsonx.ai and forwarded by the Audit Logging Service.
- Prompt engineering for foundation models
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pm-20.foundation-model.send– Send a prompt to a foundation model or tuned foundation model for inferencing.pm-20.text-tokenization.send– Send a text tokenization request to a foundation model.pm-20.text-embeddings.send– Send a text embedding generation request to a foundation model.pm-20.text-chat.send– Send a chat message to a foundation model.pm-20.text-rerank.send– Send a text rerank request to a foundation model.
- Text extraction
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pm-20.text-extraction.send– Start a text extraction job.pm-20.text-extraction.list– List all text extraction jobs.pm-20.text-extraction.get– Get the status of a text extraction job.pm-20.text-extraction.delete– Delete or cancel a text extraction job.
- Fine tuning
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pm-20.fine-tuning.create– Create a fine tuning job.pm-20.fine-tuning.list– List all fine tuning jobs.pm-20.fine-tuning.get– Get the status of a fine tuning job.pm-20.fine-tuning.delete– Delete or cancel a fine tuning job.
- Foundation model tuning
- When you tune a foundation model in the Tuning Studio in watsonx.ai you trigger standard Watson
Machine Learning events.
Table 1. Events in Activity Tracker for foundation model tuning Tuning Studio action Watson Machine Learning Activity Tracker events Work with a tuning experiment or tuned foundation model asset Watson Machine Learning repository assets Start or stop a tuning experiment Watson Machine Learning training assets Deploy a tuned foundation model Watson Machine Learning deployments Note: Batch mode is not supported, so job events are not triggered. - Custom foundation models
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When you create and deploy a custom foundation model in watsonx.ai you trigger standard Watson Machine Learning events.
Table 2. Events in Activity Tracker for working with custom foundation models Custom foundation model action Watson Machine Learning Activity Tracker events Create a custom foundation model asset Watson Machine Learning repository assets Deploy a custom foundation model Watson Machine Learning deployments Note: Batch mode is not supported, so job events are not triggered.