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 #4173 on the Dev Radar, in Hosting & infra, first seen 55 days ago and shared in 2 posts (51.1k 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 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 session. Dismiss alert {{…
What people said about model-serving-minefield on X
You download a local LLM. You fire it up in Hermes. No error messages. It says it's running perfectly... but the replies are completely blank, it's operating at a crawl, or the model suddenly feels incredibly dumb. Youve spent hours googling, tweaking flags, and pulling your hair out thinking you did something wrong.…
— @Blackwellboy, 19 days ago · 44 likes · see the post
Your model "works" but the answers are blank, slow, or quietly wrong. You've lost a weekend to that. Myself and the community have been mapping those traps so you don't have to. 164 of them now, and a big update just landed. https://github.com/Blackwellboy/model-serving-minefield
— @Blackwellboy, 19 days ago · 38 likes · see the post
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model-serving-minefield in numbers
- Rank on the Dev Radar: #4173 of 9191
- Shared in 2 posts by 2 accounts: @Blackwellboy
- 51.1k views on those posts
- First seen 55 days ago, last shared 19 days ago
- Pricing seen by AGK Intelligence: open source
- Market: Hosting & infra
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 55 days ago and is ranked #4173 on the Dev Radar.
Is model-serving-minefield free?
It is open source.
Who shared model-serving-minefield?
2 accounts on X, including @Blackwellboy, in 2 posts totalling 51.1k views.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.2k posts from 5k X accounts over the last 21 days, 9.2k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-03 21:07 UTC. Full method.