karthikreddy-02 opened a new issue, #17301: URL: https://github.com/apache/iotdb/issues/17301
### Search before asking - [x] I searched in the [issues](https://github.com/apache/iotdb/issues) and found nothing similar. ### Motivation Description: Summary: This issue tracks the integration of IBM Research's [PatchTST-FM-R1](https://huggingface.co/ibm-research/patchtst-fm-r1) into IoTDB AINode's built-in model registry, following the contribution guide documented [here](https://iotdb.apache.org/UserGuide/latest-Table/AI-capability/AINode_Upgrade_apache.html#_6-contributing-open-source-time-series-large-models-to-iotdb-ainode). Motivation: PatchTST-FM-R1 is a SOTA patch-based Transformer foundation model for time series forecasting. Adding it expands the range of zero-shot forecasting options available to IoTDB users without requiring model training. Implementation Plan: Create iotdb-core/ainode/iotdb/ainode/core/model/patchtst/ directory with a PatchTSTFMPipeline extending ForecastPipeline Register the model in BUILTIN_HF_TRANSFORMERS_MODEL_MAP in model_info.py Add integration test Reference: PR #16903 (Chronos2 integration) as the implementation pattern. ### Solution _No response_ ### Alternatives _No response_ ### Are you willing to submit a PR? - [x] I'm willing to submit a PR! -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
