ml-commons

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[BUG] Varying dimensions for distiluse-base-multilingual-cased-v1

7

**What is the bug?** Frequent Torch errors in the OpenSearch log during bulk upload while using `distiluse-base-multilingual-cased-v1` The weird thing is that I'm seeing different dimensions in the error ```...

Jon-AtAWS

[BUG] externally hosted model can not have a private ip address

8

I have use case as well that involves using an "externally hosted model" that is self hosted and located within a private network (or more simply another use cases is...

JohnUiterwyk

[BUG] Support multi-node cluster for search index tool IT

1

**What is the bug?** Search index tool IT gets failed for multi-node cluster. **How can one reproduce the bug?** Run search index tool IT with command: `./gradlew opensearch-ml-plugin:integTest --tests "org.opensearch.ml.rest.RestSearchIndexToolIT"...

yuye-aws

**Is your feature request related to a problem?** Current implementation has some scaling challenges if we use the model at the scale. Below are some of the challenges. 1. There...

gaurav7830

Flaky Test RestMLGuardrailsIT

1

**What is the bug?** RestMLGuardrailsIT.testPredictRemoteModelSuccess failed in https://github.com/opensearch-project/ml-commons/pull/2380 **How can one reproduce the bug?** ```REPRODUCE WITH: gradlew ':opensearch-ml-plugin:integTest' --tests "org.opensearch.ml.rest.RestMLGuardrailsIT.testPredictRemoteModelSuccess" -Dtests.seed=3BAA4A652C7FFA21 -Dtests.security.manager=false -Dtests.locale=cs-CZ -Dtests.timezone=America/Buenos_Aires -Druntime.java=21 REPRODUCE WITH: gradlew ':opensearch-ml-plugin:integTest' --tests...

mingshl

This is a component issue for `2.14.0`. Coming from https://github.com/opensearch-project/opensearch-build/issues/4562. Please follow the following checklist. __Please refer to the DATES in that post__. How to use this issue ## This...

opensearch-trigger-bot[bot]

**Is your feature request related to a problem?** As we continue to develop and utilize numerous Machine Learning models, management and resource optimization have become essential. In particular, we need...

ylwu-amzn

**Is your feature request related to a problem?** Improve guardrails performance. **What solution would you like?** Call remote guardrails model to check user input and model output. **What alternatives have...

jngz-es

**Is your feature request related to a problem?** multi-modal is an already supported feature in neural-search and ml-commons, but now in ml-commons we need to write painless scripts to pre/post-process...

zane-neo

[BUG] Multiple calls of model `deploy` API causes exception from Memory Circuit Breaker

6

**What is the bug?** When uploading model with `_upload` API, system return following response: ``` Error response for model upload: Memory Circuit Breaker is open, please check your resources! ```...

martin-gaievski