this post was submitted on 23 Aug 2026
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[–] brucethemoose@lemmy.world 16 points 4 days ago* (last edited 4 days ago)

This is true. But VLLM's quantization support (as outlined in the article) is quite primitive.

Thats not what its built for. Its made for maximum speed with many concurrent users, not cramming LLMs into a desktop rig.

If you are running an LLM for personal use, you are usually better off with a backend optimized for higher fidelity quantization, like MLX DWQs, exl3, ik llama GGUFs and stuff like that.

If you want raw speed on a desktop, use one of the ninfer project branches.

[–] h0tbeef@lemmy.zip 10 points 4 days ago (84 children)

If you ascribe any level of sentience or intelligence to a computer, you definitely feel much less dumb than you actually are.

[–] Fawkes@lemmy.zip 9 points 3 days ago (2 children)

Nice strawman you got there. Is this relevant to the post, or do you just feel like calling random unrelated people dumb?

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[–] one_old_coder@piefed.social 12 points 4 days ago (2 children)

inari@piefed.zip: Are you a bot? You are posting multiple times every hour of the day.

[–] inari@piefed.zip 21 points 4 days ago

Nope. I post things I find on Reddit or Hacker News sometimes, though.

[–] brucethemoose@lemmy.world 9 points 4 days ago* (last edited 4 days ago)

Nah, I dont think so. There are comments mixed with posts, there arent that many posts, and they seem to be reasonably curated.

[–] very_well_lost@lemmy.world 9 points 4 days ago (1 children)

Having used these extensively, I can say with confidence that they feel exactly as dumb as they are.

[–] Franconian_Nomad@feddit.org 6 points 4 days ago (1 children)

Do you mind sharing what models you used and what your experience was? In my opinion the Qwen 3.6 models or maybe the 3.5 were the first local models that were actually useful, but I don’t have that much experience.

[–] MagicShel@lemmy.zip 6 points 4 days ago

Qwen is really good. For coding, it's the best local model I've found.

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