MLflow

Open source project12 problems42 posts+7 this week

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Problem posts per week81 posts, week of Aug 24 to week of Sep 21

Problems

Problem	Companies	Last 30 days	Active	Seen on	This week
OpenAI users keep asking for helpLLM appsOpenAI, LlamaIndex, PyPI, vLLM, GitHub, MLflow9d active+1Seen on Community forums, GitHub issues, Stack Overflow, Reddit	OpenAI, LlamaIndex, PyPI, vLLM, GitHub, MLflow		9d activesince Aug 27	Seen on Community forums, GitHub issues, Stack Overflow, Reddit	+55 posts in the last 7 days, 2 the 7 days before (rising)
No reliable way to evaluate LLM app qualityLLM appsllama.cpp, NVIDIA, Hugging Face, Qwen, GitHub, MLflow15d activeSeen on GitHub issues, Hacker News, Reddit	llama.cpp, NVIDIA, Hugging Face, Qwen, GitHub, MLflow		15d activesince Aug 27	Seen on GitHub issues, Hacker News, Reddit	+33 posts in the last 7 days, 3 the 7 days before (steady)
MLflow users keep filing bugsMLOpsMLflow, Databricks, GitHub, SQLite, PyPI, PostgreSQL11d activeSeen on GitHub issues	MLflow, Databricks, GitHub, SQLite, PyPI, PostgreSQL		11d activesince Aug 27	Seen on GitHub issues	+22 posts in the last 7 days, 2 the 7 days before (steady)
Deploying and serving models is harder than trainingMLOpsMLflow, GitHub, ChatGPT, Codex, Llama, Ollama7d activeSeen on GitHub issues, Hacker News, Reddit	MLflow, GitHub, ChatGPT, Codex, Llama, Ollama		7d activesince Aug 31	Seen on GitHub issues, Hacker News, Reddit	+11 post in the last 7 days, 2 the 7 days before (steady)
ML experiments are hard to reproduce and trackMLOpsMLflow, GitHub, LlamaIndex, OpenAI, Claude, Amazon Bedrock4d activeSeen on GitHub issues	MLflow, GitHub, LlamaIndex, OpenAI, Claude, Amazon Bedrock		4d activesince Sep 2	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Kubernetes is too complex to run wellDevOps and infraKubernetes, GitHub, Airbyte, MLflow, Docker3d activeSeen on GitHub issues, Stack Overflow	Kubernetes, GitHub, Airbyte, MLflow, Docker		3d activesince Sep 7	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 1 the 7 days before (steady)
MLflow rate limits and usage caps block workLLM appsMLflow2d activeSeen on GitHub issuesUnverified	MLflow		2d activesince Sep 17	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
MLflow upgrades break working setupsOutages and changeMLflow, GitHub, Databricks, SageMaker, Microsoft Azure, Docker2d activeSeen on GitHub issues	MLflow, GitHub, Databricks, SageMaker, Microsoft Azure, Docker		2d activesince Sep 8	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
OpenAI fails to return valid structured outputLLM appsOpenAI, LlamaIndex, PyPI, Venice, Gemini, MLflow2d activeSeen on GitHub issues, Hacker News	OpenAI, LlamaIndex, PyPI, Venice, Gemini, MLflow		2d activesince Aug 28	Seen on GitHub issues, Hacker News	+00 posts in the last 7 days, 0 the 7 days before (fading)
Trouble with GitHub Copilot requestsAI codingGitHub Copilot, VS Code, Claude, MLflow3d activeSeen on GitHub issues	GitHub Copilot, VS Code, Claude, MLflow		3d activesince Sep 3	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
RAG on LangChain returns irrelevant or missing contextLLM appsLangChain, Airbyte, MLflow1d activeSeen on GitHub issuesUnverified	LangChain, Airbyte, MLflow		1d activesince Sep 8	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
Streaming pipelines lag, drop or reorder eventsData engineeringMLflow, SQLite, GitHub1d activeSeen on GitHub issuesUnverified	MLflow, SQLite, GitHub		1d activesince Sep 15	Seen on GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)

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Problems here are about MLflow or name it. It is tracked from the product list on the Method page. Website: mlflow.org.

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