NVIDIA

26 problems52 posts+8 this week

Problem posts per week156 posts, week of Aug 24 to week of Sep 21

Problems

Problem	Companies	Active	Seen on	This week
Fine-tuning is costly and results are unpredictableMLOpsHugging 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)
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)
PyTorch upgrades break working setupsOutages and changePyTorch, GitHub, Hugging Face, PyPI, NVIDIA5d activeSeen on GitHub issues, Reddit	PyTorch, GitHub, Hugging Face, PyPI, NVIDIA	5d activesince Sep 3	Seen on GitHub issues, Reddit	+22 posts in the last 7 days, 1 the 7 days before (steady)
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)
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 Ollama locally hits memory and speed limitsMLOpsOllama, NVIDIA, GitHub, LM Studio, Docker, llama.cpp7d activeSeen on GitHub issues	Ollama, NVIDIA, GitHub, LM Studio, Docker, llama.cpp	7d activesince Aug 28	Seen on GitHub issues	+22 posts in the last 7 days, 2 the 7 days before (steady)
Hugging Face users keep filing bugsMLOpsHugging Face, GitHub, PyTorch, NVIDIA13d activeSeen on GitHub issues, Community forums, Stack Overflow	Hugging Face, GitHub, PyTorch, NVIDIA	13d activesince Aug 28	Seen on GitHub issues, Community forums, Stack Overflow	+33 posts in the last 7 days, 6 the 7 days before (fading)
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)
Running llama.cpp locally hits memory and speed limitsMLOpsllama.cpp, NVIDIA, Hugging Face, GitHub, Tesla, Unsloth6d activeSeen on GitHub issues, Reddit	llama.cpp, NVIDIA, Hugging Face, GitHub, Tesla, Unsloth	6d activesince Aug 27	Seen on GitHub issues, Reddit	+11 post in the last 7 days, 1 the 7 days before (steady)
NVIDIA users keep filing bugsMLOpsNVIDIA, llama.cpp, TensorFlow, Hugging Face, PyTorch, GitHub6d activeSeen on GitHub issues, Stack Overflow	NVIDIA, llama.cpp, TensorFlow, Hugging Face, PyTorch, GitHub	6d activesince Aug 27	Seen on GitHub issues, Stack Overflow	+11 post in the last 7 days, 1 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)
NVIDIA GPU access and drivers are painfulMLOpsNVIDIA, OpenAI, Hugging Face, PyPI, PyTorch2d activeSeen on Mastodon, GitHub issuesUnverified	NVIDIA, OpenAI, Hugging Face, PyPI, PyTorch	2d activesince Sep 14	Seen on Mastodon, GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
Running DeepSeek locally hits memory and speed limitsMLOpsDeepSeek, Hugging Face, Llama, llama.cpp, NVIDIA, GitHub2d activeSeen on GitHub issuesUnverified	DeepSeek, Hugging Face, Llama, llama.cpp, NVIDIA, GitHub	2d activesince Sep 13	Seen on GitHub issues	+11 post in the last 7 days, 1 the 7 days before (steady)
NVIDIA lock-in makes switching costlyCloud and tool costNVIDIA, PyTorch, Claude, GitHub, Docker2d activeSeen on GitHub issuesUnverified	NVIDIA, PyTorch, Claude, GitHub, Docker	2d activesince Sep 4	Seen on GitHub issues	+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)
Trouble with llama.cpp miscMLOpsllama.cpp, NVIDIA, GitHub4d activeSeen on GitHub issues	llama.cpp, NVIDIA, GitHub	4d activesince Sep 5	Seen on GitHub issues	+00 posts in the last 7 days, 2 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)
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)
PyTorch GPU access and drivers are painfulMLOpsPyTorch, NVIDIA, GitHub, Docker3d activeSeen on GitHub issues	PyTorch, NVIDIA, GitHub, Docker	3d activesince Aug 28	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
Trouble with PyTorch testMLOpsPyTorch, NVIDIA, GitHub2d activeSeen on GitHub issues	PyTorch, NVIDIA, GitHub	2d activesince Sep 3	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
Running OpenAI locally hits memory and speed limitsMLOpsOpenAI, llama.cpp, Hugging Face, NVIDIA, Ollama, PyTorch2d activeSeen on GitHub issuesUnverified	OpenAI, llama.cpp, Hugging Face, NVIDIA, Ollama, PyTorch	2d activesince Sep 7	Seen on GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)
PyTorch feels slow and laggyDev toolingPyTorch, NVIDIA, GitHub2d activeSeen on Reddit, GitHub issuesUnverified	PyTorch, NVIDIA, GitHub	2d activesince Sep 2	Seen on Reddit, GitHub issues	+00 posts in the last 7 days, 1 the 7 days before (fading)
Hugging Face upgrades break working setupsOutages and changeHugging Face, GitHub, PyTorch, NVIDIA, Tesla2d activeSeen on Reddit, GitHub issuesUnverified	Hugging Face, GitHub, PyTorch, NVIDIA, Tesla	2d activesince Sep 1	Seen on Reddit, GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)
Mistral users keep filing bugsLLM appsMistral, PyTorch, NVIDIA, GitHub, ByteDance, Hugging Face1d activeSeen on GitHub issuesUnverified	Mistral, PyTorch, NVIDIA, GitHub, ByteDance, Hugging Face	1d activesince Aug 31	Seen on GitHub issues	+00 posts in the last 7 days, 0 the 7 days before (fading)

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Problems here are about NVIDIA or name it. It is in the companies.fru.dev registry. Website: nvidia.com.

Problem posts per week

Problems

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