All problems

15 problems matching Hugging Face, longest running first. The list grows every day.

Problem	Companies	Active	Seen on	This week
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)
Upgrades and new releases break working setupsOutages and changeGitHub, Hugging Face, vLLM, Prefect, Airbyte, Cursor13d activeSeen on GitHub issues, Reddit, Community forums	GitHub, Hugging Face, vLLM, Prefect, Airbyte, Cursor	13d activesince Aug 27	Seen on GitHub issues, Reddit, Community forums	+66 posts in the last 7 days, 2 the 7 days before (rising)
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)
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)
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	+22 posts in the last 7 days, 1 the 7 days before (steady)
Anthropic users keep filing bugsLLM appsAnthropic, OpenAI, Perplexity, DeepSeek, Ollama, Hugging Face7d activeSeen on GitHub issues, App Store reviews, Reddit	Anthropic, OpenAI, Perplexity, DeepSeek, Ollama, Hugging Face	7d activesince Aug 27	Seen on GitHub issues, App Store reviews, Reddit	+66 posts in the last 7 days, 0 the 7 days before (rising)
Anthropic upgrades break working setupsOutages and changeAnthropic, OpenAI, Ollama, Perplexity, DeepSeek, Hugging Face7d activeSeen on GitHub issues	Anthropic, OpenAI, Ollama, Perplexity, DeepSeek, Hugging Face	7d activesince Sep 3	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)
Models fail to return valid structured outputLLM appsGitHub, Hugging Face, Ollama, LlamaIndex, ChatGPT, Anthropic6d activeSeen on GitHub issues, Hacker News, Reddit	GitHub, Hugging Face, Ollama, LlamaIndex, ChatGPT, Anthropic	6d activesince Aug 31	Seen on GitHub issues, Hacker News, Reddit	+22 posts in the last 7 days, 2 the 7 days before (steady)
Llama integrations break or are missingDev toolingLlama, Hugging Face, GitHub6d activeSeen on GitHub issuesUnverified	Llama, Hugging Face, GitHub	6d activesince Aug 28	Seen on GitHub issues	+22 posts in the last 7 days, 0 the 7 days before (rising)
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)
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)
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)
Integrations between tools are brittle glue codeDev toolingHugging Face, Claude, Ollama, GitHub Copilot, VS Code, ChatGPT5d activeSeen on GitHub issues	Hugging Face, Claude, Ollama, GitHub Copilot, VS Code, ChatGPT	5d activesince Aug 27	Seen on GitHub issues	+11 post in the last 7 days, 2 the 7 days before (steady)

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