Data and AI struggles

1,730 problems · 342 companies

Companies

NVIDIA

141 problems504 posts+50 this week

Problem posts per week

Problem posts per week1,396 posts, week of Aug 24 to week of Nov 2

NVIDIA 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
PyTorchMLOps

PyTorch GPU access and drivers are painful

14 posts from 14 people on GitHub issues.

+5 this weekRising · 11d active
PyTorchOutages and change

PyTorch upgrades break working setups

26 posts from 21 people on GitHub issues, Reddit.

+5 this weekRising · 14d active
NVIDIAMLOps

Running NVIDIA locally hits memory and speed limits

16 posts from 16 people on GitHub issues.

+4 this weekRising · 12d 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
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
Model Context ProtocolOutages and change

Model Context Protocol upgrades break working setups

18 posts from 15 people on GitHub issues, Reddit.

+3 this weekSteady · 14d active
PyTorchMLOps

Trouble with PyTorch values

Top post: "How can I sum elements of a tensor based on a condition of one out of two values in its index pair into a new", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

+2 this weekRising · 3d active
Sail ResearchOutages and change

Sail Research outages and slowdowns disrupt work

27 posts from 27 people on Glyph Ibis.

+6 this weekSteady · 16d active
PyTorchMLOps

Trouble with PyTorch causing

Top post: "PyVista plotting running slowly, resetting box size and causing collisions", one of 3 posts from 3 people on GitHub issues, Stack Overflow.

+2 this weekRising · 3d active
NVIDIAMLOps

Trouble with NVIDIA windows

Top post: "Windows CUDA prebuilt binaries stuck at b11828 while release tags keep advancing (b11846..b11852)", one of 3 posts from 3 people on GitHub issues.

+2 this weekRising · 3d active
PyTorchOutages and change

PyTorch deprecations force unplanned migrations

8 posts from 5 people on GitHub issues.

+3 this weekRising · 6d active
Claude CodeMLOps

Running Claude Code locally hits memory and speed limits

6 posts from 6 people on GitHub issues.

+2 this weekSteady · 5d 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
vLLMMLOps

Trouble with vLLM draft

Top post: "Draft model construction resets data_parallel_index to 0 (load_draft_model / create_draft_parallel_config),", one of 3 posts from 3 people on GitHub issues.

+2 this weekRising · 3d 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
ChatGPTLLM apps

Trouble with ChatGPT chat

Top post: "Dots-delegated tasks lack Chrome tools; manually created Chat works", one of 12 posts from 12 people on GitHub issues, App Store reviews, Community forums.

+2 this weekSteady · 11d active
QwenMLOps

Running Qwen locally hits memory and speed limits

18 posts from 18 people on GitHub issues, Reddit, Stack Overflow.

+2 this weekSteady · 15d 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
OpenAILLM apps

Trouble with OpenAI calls

Top post: "Unable to connect to dot calls across mobile, web and desktop", one of 7 posts from 6 people on GitHub issues, Community forums.

+2 this weekSteady · 6d 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
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
OpenAIOutages and change

OpenAI upgrades break working setups

25 posts from 25 people on GitHub issues, Reddit, Community forums.

+1 this weekSteady · 20d active
All 141 problems naming NVIDIA
About

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