Data and AI struggles

1,730 problems · 342 companies

Companies

PyTorch

Open source project112 problems388 posts+58 this week

Problem posts per week

Problem posts per week979 posts, week of Aug 24 to week of Nov 9

PyTorch problems

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
ClaudeOutages and change

Claude upgrades break working setups

35 posts from 34 people on GitHub issues, Reddit, Hacker News.

+6 this weekRising · 29d 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

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
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
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
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
GeminiLLM apps

Gemini users keep asking for help

Top post: "Possible Bug? Gemini CLI throws 401 UNAUTHENTICATED error mid-session", one of 62 posts from 61 people on GitHub issues, App Store reviews, Community forums.

+6 this weekSteady · 32d 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
NVIDIAMLOps

NVIDIA GPU access and drivers are painful

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

+2 this weekSteady · 8d active
MLOps

Running LLMs locally hits memory and speed limits

22 posts from 21 people on GitHub issues, Reddit, Hacker News.

+2 this weekSteady · 18d 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
ClaudeLLM apps

Claude app gets 1 and 2 star reviews

Top post: "iOS, daytime naps from Apple Health are merged into the night and disappear", one of 163 posts from 160 people on App Store reviews, Reddit, GitHub issues.

+11 this weekFading · 44d active
Data engineering

Data pipelines fail silently or break often

19 posts from 19 people on GitHub issues, Reddit, Stack Overflow.

+2 this weekFading · 18d active
Dev tooling

Login, SSO and OAuth flows break

24 posts from 24 people on GitHub issues, Reddit, App Store reviews.

+1 this weekSteady · 20d active
PyTorchMLOps

Trouble with PyTorch inductor

Top post: "`[Inductor][CPU] torch.var returns NaN for large-magnitude constant float64 inputs while eager returns 0`", one of 12 posts from 9 people on GitHub issues.

+1 this weekSteady · 8d 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
PyTorchDevOps and infra

PyTorch builds are slow or flaky

9 posts from 1 person on GitHub issues. Unverified.

+1 this weekSteady · 5d 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
PyTorchMLOps

Running PyTorch locally hits memory and speed limits

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

+1 this weekSteady · 5d active
vLLMMLOps

Fine-tuning vLLM is costly and unpredictable

4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
NVIDIAMLOps

Trouble with NVIDIA slower

Top post: "CUDA training loop runs ~50x slower while a DataLoader iterates in a background thread, since 2.10.0", one of 4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
PyTorchCloud and tool cost

PyTorch lock-in makes switching costly

4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
ClaudeLLM apps

RAG on Claude returns irrelevant or missing context

4 posts from 4 people on GitHub issues, Reddit.

+1 this weekSteady · 4d active
PyTorchMLOps

Trouble with PyTorch windows

Top post: "Bundled cuDNN fails on first use since #202206 when no cuDNN is on PATH (Cannot load symbol cudnnGetVersion)", one of 4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
All 112 problems naming PyTorch
About

Problems here are about PyTorch or name it. It is tracked from the product list on the Method page. Website: pytorch.org.