Data and AI struggles

1,730 problems · 342 companies

All problems

133 problems

OpenAIMLOps

Fine-tuning OpenAI is costly and unpredictable

3 posts from 3 people on GitHub issues, Hacker News.

+0 this weekFading · 3d active
vLLMLLM apps

RAG on vLLM returns irrelevant or missing context

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
vLLMMLOps

Trouble with vLLM installation

Top post: "v0.30.0 CPU wheels now require manylinux_2_39 (glibc 2.39), breaking installation on Ubuntu 22.04/Rhel9", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
PyTorchDev tooling

PyTorch error messages are cryptic

3 posts from 3 people on GitHub issues, Stack Overflow.

+0 this weekFading · 3d active
PyTorchLLM apps

RAG on PyTorch returns irrelevant or missing context

3 posts from 3 people on GitHub issues, Mastodon.

+0 this weekFading · 2d active
llama.cppCloud and tool cost

llama.cpp lock-in makes switching costly

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
NVIDIAMLOps

Trouble with NVIDIA inductor

Top post: "Inductor template lookup keys are tied to CUDA architecture names", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 1d active
OllamaMLOps

Trouble with Ollama never

Top post: "Windows 11 26200, Ollama 0.34.1, tray app shows icon but never starts server; manual ollama serve works", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
OllamaMLOps

Trouble with Ollama systemone

Top post: "clef-flash: every /v1/systemone request fails with Clef: non-finite logit (CPU and GPU", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
OllamaMLOps

Trouble with Ollama call

Top post: "issue(a11y): Allow and Deny on a tool call waiting for approval can't be pressed with the keyboard", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
NVIDIAMLOps

Trouble with NVIDIA split

Top post: "Spark: Expose the effective split target size as a driver metric", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
Hugging FaceMLOps

Trouble with Hugging Face eager

Top post: "Selected expert IDs should probably not be treated as 0-d GPU tensors", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
OllamaOutages and change

Ollama outages and slowdowns disrupt work

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
ClaudeLLM apps

Trouble with Claude cache

Top post: "funcname_cache gives wrong qualified names after a def/class with a same-line body", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
OllamaLLM apps

Ollama agents loop, stall or fail midway

2 posts from 2 people on Reddit, GitHub issues. Unverified.

+0 this weekFading · 2d active
DeepSeekOutages and change

DeepSeek upgrades break working setups

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
DeepSeekLLM apps

DeepSeek fails to return valid structured output

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
Claude CodeDevOps and infra

Claude Code builds are slow or flaky

2 posts from 2 people on GitHub issues, Hacker News. Unverified.

+0 this weekFading · 2d active
PerplexityOutages and change

Perplexity upgrades break working setups

2 posts from 2 people on GitHub issues, App Store reviews. Unverified.

+0 this weekFading · 2d active
QwenLLM apps

Qwen rate limits and usage caps block work

2 posts from 2 people on Reddit, GitHub issues. Unverified.

+0 this weekFading · 2d active
NVIDIACloud and tool cost

NVIDIA costs outgrow the value it gives

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
OllamaLLM apps

RAG on Ollama returns irrelevant or missing context

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
OllamaLLM apps

Ollama gives confidently wrong answers

2 posts from 2 people on Reddit, GitHub issues. Unverified.

+0 this weekFading · 2d active
PyTorchMLOps

Trouble with PyTorch dataloader

Top post: "DataLoader pin_memory thread: per-batch /dev/shm fd munmap causes significant overhead for large/multi-tensor", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
MistralMLOps

Running Mistral locally hits memory and speed limits

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
DeepSeekCloud and tool cost

DeepSeek lock-in makes switching costly

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
QwenLLM apps

Qwen fails to return valid structured output

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
GitHub CopilotAI coding

Trouble with GitHub Copilot enterprise

Top post: "Copilot keep prompting for sign in when using GHE (github enterprise)", one of 2 posts from 2 people on GitHub issues, Reddit. Unverified.

+0 this weekFading · 2d active
OllamaMLOps

Trouble with Ollama pulling

Top post: "Error pulling models: Error: redirect target not allowed", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
PyTorchDev tooling

PyTorch feels slow and laggy

2 posts from 2 people on Reddit, GitHub issues. Unverified.

+0 this weekFading · 2d active
vLLMMLOps

Trouble with vLLM attention

Top post: "GLM-5.x (glm_moe_dsa) cannot run on CPU: sparse attention forced by config, no way to disable", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
Hugging FaceMLOps

Hugging Face users keep filing bugs

Top post: "Issues with multiple spaces stuck with No @spaces.GPU function detected during startup", one of 43 posts from 36 people on GitHub issues, Community forums, Stack Overflow.

+2 this weekFading · 25d active
OllamaMLOps

Ollama users keep filing bugs

Top post: "Ollama does not work even after a fresh install", one of 78 posts from 48 people on GitHub issues, Reddit, Community forums.

+3 this weekFading · 33d active