Data and AI struggles

1,730 problems · 342 companies

Companies

vLLM

Open source project80 problems281 posts+36 this week

Problem posts per week

Problem posts per week541 posts, week of Aug 24 to week of Nov 9

vLLM problems

vLLMMLOps

Running vLLM locally hits memory and speed limits

21 posts from 20 people on GitHub issues, Reddit.

+7 this weekRising · 15d active
NVIDIAMLOps

Running NVIDIA locally hits memory and speed limits

16 posts from 16 people on GitHub issues.

+4 this weekRising · 12d active
SQLiteOutages and change

SQLite upgrades break working setups

18 posts from 17 people on GitHub issues.

+3 this weekRising · 13d active
OpenAILLM apps

OpenAI users keep asking for help

Top post: "Multi-file uploads failing and ZIP archives not parsing / sandbox timeout (100% Limits Remaining)", one of 49 posts from 47 people on Community forums, GitHub issues, Reddit.

+4 this weekRising · 30d 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
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
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
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
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
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
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
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
MLOps

Fine-tuning is costly and results are unpredictable

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

+1 this weekFading · 10d active
MLOps

GPU access, drivers and CUDA versions are painful

7 posts from 7 people on GitHub issues, Reddit.

+1 this weekSteady · 7d 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
ClaudeLLM apps

Trouble with Claude chat

Top post: "Allow chat agents to read the exact name of the selected model", one of 5 posts from 5 people on GitHub issues, App Store reviews.

+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
PyTorchCloud and tool cost

PyTorch lock-in makes switching costly

4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
MistralLLM apps

Mistral runs out of context on real work

4 posts from 4 people on GitHub issues.

+1 this weekSteady · 4d active
vLLMMLOps

Trouble with vLLM kernel

Top post: "ROCM_AITER_MLA can select an aiter MLA decode kernel that silently returns uncorrelated output (gqa_ratio=16,", one of 3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
PerplexityMLOps

Running Perplexity locally hits memory and speed limits

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
OpenAIDev tooling

OpenAI error messages are cryptic

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
OpenAILLM apps

Trouble with OpenAI raises

Top post: "Whisper generate() raises 'You have modified the pretrained model configuration' since #48282", one of 3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
vLLMMLOps

Trouble with vLLM size

Top post: "EPLB counts load for the wrong expert when step_interval < window_size", one of 3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
vLLMDevOps and infra

vLLM runs out of memory

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
vLLMLLM apps

vLLM fails to return valid structured output

3 posts from 3 people on GitHub issues.

+1 this weekSteady · 3d active
All 80 problems naming vLLM
About

Problems here are about vLLM or name it. It is tracked from the product list on the Method page. Website: vllm.ai.