All problems

34 problems matching Hugging Face, rising first. The list grows every day.

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)
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)
Claude fails to return valid structured outputLLM appsClaude, DeepSeek, OpenAI, Perplexity, Ollama, Hugging Face4d activeSeen on GitHub issues	Claude, DeepSeek, OpenAI, Perplexity, Ollama, Hugging Face	4d activesince Sep 7	Seen on GitHub issues	+33 posts in the last 7 days, 0 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)
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)
Running Qwen locally hits memory and speed limitsMLOpsQwen, 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)
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)
Trouble with Anthropic raisesLLM appsAnthropic, OpenAI, Perplexity, DeepSeek, Ollama, Hugging Face2d activeSeen on GitHub issues	Anthropic, OpenAI, Perplexity, DeepSeek, Ollama, Hugging Face	2d activesince Sep 9	Seen on GitHub issues	+22 posts in the last 7 days, 0 the 7 days before (rising)
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)
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)
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)
Trouble with GitHub moduleDev toolingGitHub, Hugging Face, Terraform, Vercel3d activeSeen on GitHub issues	GitHub, Hugging Face, Terraform, Vercel	3d activesince Sep 17	Seen on GitHub issues	+22 posts in the last 7 days, 1 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)
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)
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)
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)
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)
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)
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)
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)
Hugging Face deprecations force unplanned migrationsOutages and changeHugging Face, GitHub2d activeSeen on GitHub issuesUnverified	Hugging Face, GitHub	2d activesince Sep 1	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)
Prompt injection makes AI features unsafe to shipSecurityGitHub, Anthropic, OpenAI, Hugging Face, LlamaIndex, Gemini4d activeSeen on GitHub issues, Hacker News	GitHub, Anthropic, OpenAI, Hugging Face, LlamaIndex, Gemini	4d activesince Aug 26	Seen on GitHub issues, Hacker News	+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)
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)
Serving models on Ollama is harder than it should beMLOpsOllama, GitHub, Hugging Face, ChatGPT, Codex2d activeSeen on GitHub issuesUnverified	Ollama, GitHub, Hugging Face, ChatGPT, Codex	2d activesince Aug 31	Seen on 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)

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