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Problems.

MLflow users keep filing bugs

MLOps13 posts from 10 people11d active+22 posts in the last 7 days, 2 the 7 days before (steady)

Posts per day

Posts per day13 posts, Aug 27 to Sep 25

The posts behind it

13, newest first
PostDate
[BUG] `delete_model_version` via tracking server leaves aliases pointing at the deleted version> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Issues Policy...mlflow/mlflowLiRunGuoSep 232 days ago
[FR] `SearchLoggedModels` always returns every metric value, and the runs table cannot opt out...always returns every metric value of every model on the page, and there is no way to ask for anything less. The experiment runs table is the heaviest caller of that API and uses none of them. `ModelsCellRenderer` reads `info.experiment_id`, `info.model_id` and `info.name`, and...mlflow/mlflowlazarevtillSep 214 days ago
[BUG] `search_logged_models` metric filter duplicates rows before LIMIT, so pages under-fill and pagination stops early> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Issues Policy...mlflow/mlflowlazarevtillSep 187 days ago
[FR] Associate GenAI evaluation aggregate metrics with the supplied dataset> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Proposal Summary...mlflow/mlflowaburkardSep 1213 days ago
[FR] Add an evidence-preserving Hermes Rubric scorer for mlflow.genai.evaluate> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ## Willingness to...mlflow/mlflowroli-lpciSep 102 weeks ago
[BUG] `mlflow db move-resources` makes existing proxied (`mlflow-artifacts:/`) artifacts of moved experiments unreachable, contrary to the docs> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Issues Policy...mlflow/mlflowKR-RavindraSep 82 weeks ago
mlflow.strands.autolog() crashes (AttributeError: NoneType.startswith) on foreign spans under opentelemetry-instrument...`tracer.start_span`, **every** request that creates a server span 500s - the app is unusable once `mlflow.strands.autolog()` is active under `opentelemetry-instrument`. (`mlflow.langchain.autolog()` is unaffected - it uses a LangChain callback handler, not a global span...mlflow/mlflowacere-dbSep 72 weeks ago
[DOC-FIX] register_prompt docstrings state return type is Prompt, but it returns PromptVersion> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Willingness to...mlflow/mlflowjackjamendSep 52 weeks ago
Grouped trace sessions omit token totals from collapsed header> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ## What is the issue?...mlflow/mlflowadamgurarySep 52 weeks ago
Add a typed client API to submit Issue Detection for traces> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ## Summary MLflow has...mlflow/mlflowadamgurarySep 52 weeks ago
[FR] Use stored MLflow artifact-proxy URIs for UI artifact requests...UI access to artifacts served by a separate MLflow process. > #### Why is it currently difficult to achieve this use case? The UI currently constructs artifact requests relative to the tracking server. For example: - `getArtifactLocationUrl()` constructs a `/get-artifact` URL -...mlflow/mlflowkramaranyaSep 43 weeks ago
create_experiment leaves dangling experiment when trace location linking fails...experiment exists in the tracking store but has no trace location configured. There is no way to retry - calling `create_experiment` with the same name will fail with "Experiment already exists", and the existing experiment still has no trace location. ## Steps to reproduce...mlflow/mlflowadamgurarySep 33 weeks ago
[FR] TypeScript assessment follow-ups: logExpectation / logAssessment and UC V4 posting> [!WARNING] > Before submitting a PR, please make sure that: > - A maintainer has triaged this issue and applied the `ready` label > - This issue has no assignee > - No duplicate PR exists > > PRs not meeting these requirements may be automatically closed. ### Motivation PR...mlflow/mlflowrajudandigamAug 274 weeks ago

Companies and products named

Company or productPosts naming it
MLflow13
Databricks4
GitHub4
SQLite2
PyPI2
PostgreSQL1
About this problem

Evidence

13 posts from 10 people in 1 place, about 3 a week over 28 days. Mostly on mlflow/mlflow. Tools named alongside: Databricks, GitHub, SQLite, PyPI.

Frustration Frustration 1 of 3· Seen on GitHub issues

How it was grouped

Posts about MLflow that state a pain but match no known issue yet. First post Aug 27, 2026, latest Sep 23, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

History

  • 2026-09-25 Statement: MLflow users keep asking for help to MLflow users keep filing bugs
  • 2026-09-25 Added: MLflow users keep asking for help (13 posts)

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