MLOps problems

4 problems, rising first. The list grows every day.

Problem	Companies	Active	Seen on	This week
Fine-tuning is costly and results are unpredictableHugging Face, GitHub, llama.cpp, PyTorch, NVIDIA, Tesla5d activeSeen on GitHub issues, Hacker News, Reddit	Hugging Face, GitHub, llama.cpp, PyTorch, NVIDIA, Tesla	5d activesince Sep 14	Seen on GitHub issues, Hacker News, Reddit	+44 posts in the last 7 days, 1 the 7 days before (rising)
vLLM users keep filing bugsvLLM, 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)
Running Qwen locally hits memory and speed limitsQwen, Ollama, LM Studio, VS Code, Hugging Face, Docker2d activeSeen on Reddit, GitHub issues	Qwen, Ollama, LM Studio, VS Code, Hugging Face, Docker	2d activesince Aug 31	Seen on Reddit, GitHub issues	+33 posts in the last 7 days, 0 the 7 days before (rising)
Trouble with Ollama chatOllama, n8n3d activeSeen on Community forums, GitHub issues	Ollama, n8n	3d activesince Sep 11	Seen on Community forums, GitHub issues	+22 posts in the last 7 days, 0 the 7 days before (rising)

Rising problems by email