vLLM

Open source project20 problems52 posts+10 this week

Problem posts per week200 posts, week of Aug 24 to week of Sep 21

Problems

Problem	Companies	Active	Seen on	This week
Upgrades and new releases break working setupsOutages and changeGitHub, Cursor, Hugging Face, vLLM, Prefect, Airbyte14d activeSeen on GitHub issues, Reddit, Community forums	GitHub, Cursor, Hugging Face, vLLM, Prefect, Airbyte	14d activesince Aug 27	Seen on GitHub issues, Reddit, Community forums	+77 posts in the last 7 days, 2 the 7 days before (rising)
Context windows run out on real workloadsLLM appsOllama, vLLM, Cursor, Grok, ChatGPT, Codex8d active+1Seen on GitHub issues, Hacker News, Reddit, Community forums	Ollama, vLLM, Cursor, Grok, ChatGPT, Codex	8d activesince Aug 28	Seen on GitHub issues, Hacker News, Reddit, Community forums	+66 posts in the last 7 days, 0 the 7 days before (rising)
Vulnerability scanners flood teams with noiseSecurityClaude, Jupyter, vLLM, SQLite, OpenAI, n8n16d active+2Seen on fru.dev sites, Reddit, GitHub issues, App Store reviews, Community forums	Claude, Jupyter, vLLM, SQLite, OpenAI, n8n	16d activesince Aug 27	+1Seen on fru.dev sites, Reddit, GitHub issues, App Store reviews, Community forums	+77 posts in the last 7 days, 5 the 7 days before (steady)
Error messages are cryptic and unhelpfulDev toolingGitHub, vLLM, Ollama, Claude, Airbyte, PyPI16d activeSeen on GitHub issues, Stack Overflow	GitHub, vLLM, Ollama, Claude, Airbyte, PyPI	16d activesince Aug 28	Seen on GitHub issues, Stack Overflow	+44 posts in the last 7 days, 4 the 7 days before (steady)
NVIDIA upgrades break working setupsOutages and changeNVIDIA, Hugging Face, vLLM, VS Code2d activeSeen on GitHub issues	NVIDIA, Hugging Face, vLLM, VS Code	2d activesince Sep 6	Seen on GitHub issues	+22 posts in the last 7 days, 0 the 7 days before (rising)
vLLM users keep filing bugsMLOpsvLLM, GitHub, NVIDIA, Kubernetes, llama.cpp, Qwen12d activeSeen on GitHub issues, Reddit	vLLM, GitHub, NVIDIA, Kubernetes, llama.cpp, Qwen	12d activesince Aug 27	Seen on GitHub issues, Reddit	+55 posts in the last 7 days, 1 the 7 days before (rising)
Fine-tuning Qwen is costly and unpredictableMLOpsQwen, vLLM, PyTorch, NVIDIA2d activeSeen on Hacker News, GitHub issuesUnverified	Qwen, vLLM, PyTorch, NVIDIA	2d activesince Sep 19	Seen on Hacker News, GitHub issues	+22 posts in the last 7 days, 0 the 7 days before (new)
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)
Vendor lock-in makes switching tools costlyCloud and tool costvLLM, AWS, Kubernetes, Cloudflare, Qwen, Hugging Face8d activeSeen on GitHub issues, Hacker News, Reddit	vLLM, AWS, Kubernetes, Cloudflare, Qwen, Hugging Face	8d activesince Aug 27	Seen on GitHub issues, Hacker News, Reddit	+33 posts in the last 7 days, 1 the 7 days before (rising)
Migrating between platforms is slow and riskyData engineeringNotion, Kubernetes, Elasticsearch, vLLM, Hugging Face, GitHub8d active+2Seen on Reddit, GitHub issues, App Store reviews, Hacker News, Community forums	Notion, Kubernetes, Elasticsearch, vLLM, Hugging Face, GitHub	8d activesince Aug 31	+1Seen on Reddit, GitHub issues, App Store reviews, Hacker News, Community forums	+33 posts in the last 7 days, 2 the 7 days before (steady)
Qwen users keep asking for helpLLM appsQwen, NVIDIA, Hugging Face, vLLM, PyTorch, GitHub3d activeSeen on Reddit, GitHub issues	Qwen, NVIDIA, Hugging Face, vLLM, PyTorch, GitHub	3d activesince Sep 8	Seen on Reddit, GitHub issues	+33 posts in the last 7 days, 0 the 7 days before (rising)
Running LLMs locally hits memory and speed limitsMLOpsGitHub, Pinecone, PyTorch, OpenAI, vLLM, Hugging Face5d activeSeen on Reddit, GitHub issues	GitHub, Pinecone, PyTorch, OpenAI, vLLM, Hugging Face	5d activesince Sep 6	Seen on Reddit, GitHub issues	+22 posts in the last 7 days, 1 the 7 days before (steady)
PyTorch users keep filing bugsMLOpsPyTorch, GitHub, Hugging Face, NVIDIA, vLLM, GitHub Actions8d activeSeen on GitHub issues	PyTorch, GitHub, Hugging Face, NVIDIA, vLLM, GitHub Actions	8d activesince Sep 2	Seen on GitHub issues	+11 post in the last 7 days, 3 the 7 days before (fading)
DeepSeek users keep filing bugsLLM appsDeepSeek, Hugging Face, Ollama, vLLM, GitHub, LangChain3d activeSeen on GitHub issues	DeepSeek, Hugging Face, Ollama, vLLM, GitHub, LangChain	3d activesince Sep 10	Seen on GitHub issues	+11 post in the last 7 days, 0 the 7 days before (steady)
GPU access, drivers and CUDA versions are painfulMLOpsvLLM, GitHub, OpenAI, Qwen, Hugging Face, NVIDIA3d activeSeen on GitHub issues, Reddit	vLLM, GitHub, OpenAI, Qwen, Hugging Face, NVIDIA	3d activesince Aug 28	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 0 the 7 days before (steady)
Ollama users keep filing bugsMLOpsOllama, GitHub, NVIDIA, vLLM, llama.cpp, Hugging Face6d activeSeen on GitHub issues	Ollama, GitHub, NVIDIA, vLLM, llama.cpp, Hugging Face	6d activesince Aug 27	Seen on GitHub issues	+00 posts in the last 7 days, 4 the 7 days before (fading)
Running vLLM locally hits memory and speed limitsMLOpsvLLM, GitHub, NVIDIA, Hugging Face, Oracle3d activeSeen on GitHub issues	vLLM, GitHub, NVIDIA, Hugging Face, Oracle	3d activesince Sep 1	Seen on GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)
vLLM upgrades break working setupsOutages and changevLLM, GitHub3d activeSeen on GitHub issues	vLLM, GitHub	3d activesince Aug 30	Seen on GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)
Trouble with DeepSeek flashLLM appsDeepSeek, vLLM, Hugging Face, NVIDIA, GitHub, Ollama3d activeSeen on GitHub issues	DeepSeek, vLLM, Hugging Face, NVIDIA, GitHub, Ollama	3d activesince Sep 1	Seen on GitHub issues	+00 posts in the last 7 days, 2 the 7 days before (fading)
Containers are slow to build, bloated or crash-loopingDevOps and infraGitHub, Kubernetes, Apache Airflow, vLLM, Docker, npm3d activeSeen on GitHub issues	GitHub, Kubernetes, Apache Airflow, vLLM, Docker, npm	3d activesince Sep 3	Seen on GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)

About

Problems here are about vLLM or name it. It is tracked from the product list on the Method page. Website: vllm.ai.

Problem posts per week

Problems

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