model-serving-minefield
model-serving-minefield is Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harness.... It is ranked #644 on the Dev Radar, in Testing & observability, first seen 10 days ago and shared in 2 posts (2.6k views).
GitHub - Blackwellboy/model-serving-minefield: Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harnesses, versioning. Symptom-first, with the check that catches each. · GitHub Skip to content Navigation Menu Sign in Appearance settings Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your…
What people said about model-serving-minefield on X
Model Serving Minefield has quietly grown past 125+ stars ✨ and it’s becoming a lot bigger than the little “list of weird serving bugs” I originally had in mind. It’s now a public registry of 137 real model-serving traps across things like vLLM, SGLang, llama.cpp/GGUF, Ollama, quantization, speculative decoding,…
— @Blackwellboy, 10 days ago · 18 likes · see the post
For anyone developing or improving recipes and quantizations or simply just wants to run the best version of a local A.I. on their devices, take a look at this repo! It’ll save you HOURS of hard work on development!! 🫡🚀
— @ViC305, 10 days ago · 10 likes · see the post
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model-serving-minefield in numbers
- Rank on the Dev Radar: #644 of 1500
- Shared in 2 posts by 2 accounts: @Blackwellboy, @ViC305
- 2.6k views on those posts
- First seen 10 days ago, last shared 10 days ago
- Pricing seen by Jev: open source
- Market: Testing & observability
FAQ
What is model-serving-minefield?
Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harness... It was first shared on X 10 days ago and is ranked #644 on the Dev Radar.
Is model-serving-minefield free?
It is open source.
Who shared model-serving-minefield?
2 accounts on X, including @Blackwellboy, @ViC305, in 2 posts totalling 2.6k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 13.5k posts from 4.7k X accounts over the last 21 days, 1.5k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 19:24 UTC. Full method.