Problemsby GlyphAll problems
133 problems
Running Ollama locally hits memory and speed limits
47 posts from 45 people on GitHub issues, Reddit.
Running llama.cpp locally hits memory and speed limits
45 posts from 41 people on GitHub issues, Reddit.
Running vLLM locally hits memory and speed limits
21 posts from 20 people on GitHub issues, Reddit.
PyTorch upgrades break working setups
26 posts from 21 people on GitHub issues, Reddit.
Running NVIDIA locally hits memory and speed limits
16 posts from 16 people on GitHub issues.
No reliable way to evaluate LLM app quality
153 posts from 144 people on GitHub issues, Reddit, Hacker News.
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.
Hugging Face upgrades break working setups
14 posts from 13 people on GitHub issues, Reddit, Community forums.
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.
Model Context Protocol upgrades break working setups
18 posts from 15 people on GitHub issues, Reddit.
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.
Sail Research outages and slowdowns disrupt work
27 posts from 27 people on Glyph Ibis.
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.
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.
PyTorch deprecations force unplanned migrations
8 posts from 5 people on GitHub issues.
Running Claude Code locally hits memory and speed limits
6 posts from 6 people on GitHub issues.
Running DeepSeek locally hits memory and speed limits
8 posts from 8 people on GitHub issues, Hacker News.
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.
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.
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.
Running Qwen locally hits memory and speed limits
18 posts from 18 people on GitHub issues, Reddit, Stack Overflow.
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.
Running OpenAI locally hits memory and speed limits
13 posts from 13 people on GitHub issues.
NVIDIA GPU access and drivers are painful
12 posts from 12 people on GitHub issues, Mastodon, Reddit.
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.
Running Hugging Face locally hits memory and speed limits
17 posts from 15 people on GitHub issues, Reddit.
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.
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.
OpenAI upgrades break working setups
25 posts from 25 people on GitHub issues, Reddit, Community forums.
Login, SSO and OAuth flows break
24 posts from 24 people on GitHub issues, Reddit, App Store reviews.
Qwen users keep filing bugs
Top post: "Get ready for qwen4", one of 19 posts from 19 people on GitHub issues, Reddit, Community forums.
llama.cpp users keep filing bugs
Top post: "llama-ui : unable to open reasoning level selection menu on desktop", one of 13 posts from 13 people on GitHub issues, Reddit.
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.
Fine-tuning is costly and results are unpredictable
12 posts from 12 people on Hacker News, Reddit, GitHub issues.
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.
Claude pricing is too high or keeps changing
8 posts from 8 people on Hacker News, Reddit, App Store reviews.
GPU access, drivers and CUDA versions are painful
7 posts from 7 people on GitHub issues, Reddit.
llama.cpp upgrades break working setups
6 posts from 6 people on GitHub issues.
Claude gives confidently wrong answers
5 posts from 5 people on Hacker News, App Store reviews.
GitHub Copilot is hard to run and test locally
5 posts from 5 people on GitHub issues.
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.
PyTorch lock-in makes switching costly
4 posts from 4 people on GitHub issues.
Trouble with Ollama local
Top post: "issue: MinerU local engine gets 401 from a MinerU 4.x server started with --api-key, even with the API key set", one of 4 posts from 4 people on GitHub issues.
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.
Trouble with Claude Code prompt
Top post: "Add setting to keep IDE selection indicator in footer instead of inline prompt", one of 4 posts from 4 people on GitHub issues.
Trouble with Codex input
Top post: "CLI voice: add a toggle for speech input with normal text replies", one of 3 posts from 3 people on GitHub issues, Community forums.
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.