Data and AI struggles

1,730 problems · 342 companies

Companies

Hugging Face

107 problems345 posts+26 this week

Problem posts per week

Problem posts per week1,000 posts, week of Aug 24 to week of Nov 2

Hugging Face problems

OllamaMLOps

Running Ollama locally hits memory and speed limits

47 posts from 45 people on GitHub issues, Reddit.

+8 this weekRising · 31d active
llama.cppMLOps

Running llama.cpp locally hits memory and speed limits

45 posts from 41 people on GitHub issues, Reddit.

+8 this weekRising · 26d active
vLLMMLOps

Running vLLM locally hits memory and speed limits

21 posts from 20 people on GitHub issues, Reddit.

+7 this weekRising · 15d active
PyTorchOutages and change

PyTorch upgrades break working setups

26 posts from 21 people on GitHub issues, Reddit.

+5 this weekRising · 14d active
LLM apps

No reliable way to evaluate LLM app quality

153 posts from 144 people on GitHub issues, Reddit, Hacker News.

+11 this weekSteady · 53d active
OpenAILLM apps

OpenAI fails to return valid structured output

12 posts from 12 people on GitHub issues, Hacker News.

+3 this weekRising · 9d active
NVIDIAMLOps

NVIDIA users keep filing bugs

Top post: "`clef-flash` decision model always fails on `/v1/systemone`, Clef: non-finite logit (CUDA) / Clef: cannot", one of 41 posts from 38 people on GitHub issues, Reddit, Community forums.

+6 this weekRising · 22d active
Hugging FaceOutages and change

Hugging Face upgrades break working setups

14 posts from 13 people on GitHub issues, Reddit, Community forums.

+3 this weekSteady · 10d active
PyTorchMLOps

PyTorch users keep filing bugs

Top post: "Meta-issue: torch.compile gaps found via the CPython test suite", one of 46 posts from 37 people on GitHub issues, Reddit.

+5 this weekRising · 25d active
AnthropicLLM apps

Anthropic users keep filing bugs

Top post: "`HTMLHeaderTextSplitter` raises `ValueError` on init for the non-heading tags its splitter already supports", one of 36 posts from 33 people on GitHub issues, App Store reviews, Reddit.

+5 this weekRising · 26d active
PyTorchOutages and change

PyTorch deprecations force unplanned migrations

8 posts from 5 people on GitHub issues.

+3 this weekRising · 6d active
DeepSeekMLOps

Running DeepSeek locally hits memory and speed limits

8 posts from 8 people on GitHub issues, Hacker News.

+2 this weekSteady · 8d active
llama.cppMLOps

Trouble with llama.cpp misc

Top post: "Misc. bug: Severe drop in prompt processing speed after b10780 on Vulkan, RDNA3", one of 22 posts from 22 people on GitHub issues.

+2 this weekSteady · 18d active
GitHub CopilotAI coding

Trouble with GitHub Copilot chat

Top post: "In Copilot chat - local mode, BYOK `chat-completions` reasoning models' CoT are not rendering correctly", one of 10 posts from 10 people on GitHub issues, Reddit.

+2 this weekSteady · 9d active
PyTorchMLOps

Trouble with PyTorch true

Top post: "PaddleOCR-VL: position embedding interpolation changed from align_corners=False to True", one of 9 posts from 6 people on GitHub issues.

+2 this weekSteady · 6d active
OpenAIMLOps

Running OpenAI locally hits memory and speed limits

13 posts from 13 people on GitHub issues.

+2 this weekSteady · 12d active
NVIDIAMLOps

NVIDIA GPU access and drivers are painful

12 posts from 12 people on GitHub issues, Mastodon, Reddit.

+2 this weekSteady · 8d active
Hugging FaceMLOps

Running Hugging Face locally hits memory and speed limits

17 posts from 15 people on GitHub issues, Reddit.

+2 this weekSteady · 12d active
DeepSeekLLM apps

DeepSeek users keep filing bugs

Top post: "DeepSeek-V4.1-Flash cannot run on SM120 (RTX PRO 6000): compressed-layer page_block_size=32 has no FlashInfer", one of 18 posts from 18 people on GitHub issues, Reddit.

+3 this weekSteady · 15d active
Data engineering

Migrating between platforms is slow and risky

30 posts from 29 people on Reddit, GitHub issues, Hacker News.

+3 this weekFading · 24d active
vLLMMLOps

vLLM users keep filing bugs

Top post: "Qwen3.8-flash-next 0% MTP acceptance rate in disaggregated PD serving", one of 34 posts from 31 people on GitHub issues, Reddit.

+1 this weekSteady · 22d active
QwenLLM apps

Qwen users keep filing bugs

Top post: "Get ready for qwen4", one of 19 posts from 19 people on GitHub issues, Reddit, Community forums.

+1 this weekFading · 16d active
DevOps and infra

Containers are slow to build, bloated or crash-looping

10 posts from 10 people on GitHub issues, Stack Overflow, Reddit.

+1 this weekSteady · 8d active
Hugging FaceMLOps

Trouble with Hugging Face fail

Top post: "All paid GPU pools fail to start: MOUNT_ATTR_IDMAP error at container init (Exit code 128)", one of 8 posts from 5 people on GitHub issues, Community forums.

+1 this weekFading · 5d active
MLOps

GPU access, drivers and CUDA versions are painful

7 posts from 7 people on GitHub issues, Reddit.

+1 this weekSteady · 7d active
AnthropicCloud and tool cost

Anthropic token costs are hard to predict

6 posts from 6 people on Hacker News, GitHub issues, Reddit.

+1 this weekSteady · 6d active
llama.cppOutages and change

llama.cpp upgrades break working setups

6 posts from 6 people on GitHub issues.

+1 this weekSteady · 6d active
PyTorchMLOps

Running PyTorch locally hits memory and speed limits

5 posts from 5 people on GitHub issues, Hacker News.

+1 this weekSteady · 5d active
AnthropicLLM apps

Anthropic fails to return valid structured output

5 posts from 5 people on GitHub issues.

+1 this weekSteady · 5d active
ObserveOutages and change

Observe upgrades break working setups

5 posts from 5 people on GitHub issues.

+1 this weekSteady · 5d active
All 107 problems naming Hugging Face
About

Problems here are about Hugging Face or name it. It is in the companies.fru.dev registry. Website: huggingface.co.