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Are there ways to set up llama-swap so that competing model requests are queued

BACKGROUND
1 SIGNALFIRST DETECTED 29 March 2026
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How the story developed
Other feeds and industry voices
3 May
Does running a model (like qwen3.6-27b) on vllm or transformers use less VRAM than llama.cpp?

<!-- SC_OFF --><div class="md"><p>I have been using llama.cpp to run some models recently. For example, I've been running GLM-4.7-Flash with this command <code>.\llama-server.exe

OPINION · HOW · LocalLLaMAOPEN STORY
1 Sept
Round-Robin with llama-server?

<!-- SC_OFF --><div class="md"><p>Hi,</p> <p>I'm running a local server with three AMD MI50. Tensor parallelism is not an option since it's very slow with PCIe 3.0 and those cards

OPINION · WHAT · LocalLLaMAOPEN STORY
1 May
Running llama.cpp on Snapdragon Hexagon NPU seems promising

<!-- SC_OFF --><div class="md"><p><a

OPINION · WHAT · LocalLLaMAOPEN STORY
19 May
Llama-server and MTP

<!-- SC_OFF --><div class="md"><p>currently in order to use MTP one needs to enable it in the starting argument of llama server.</p> <p>--spec-type draft-mtp<br />

OPINION · WHEN · LocalLLaMAOPEN STORY
13 Apr
FYI, Step 3.5 Flash has better perf and context is 1/4 the price in llama.cpp

<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like

OPINION · WHAT · LocalLLaMAOPEN STORY
18 May
Llama-server: is it bleeding to CPU/RAM?

<!-- SC_OFF --><div class="md"><p>Is there an easy way to know if a model is using CPU/RAM (and not only GPU/VRAM)?<br /> (I think standard verbose output, which got shorter, says

OPINION · WHO · LocalLLaMAOPEN STORY
22 Apr
how do you actually manage VRAM when running llama models and other stuff at the same time?

<!-- SC_OFF --><div class="md"><p>I keep running into OOM errors when i try to run a local llama model and do anything else GPU-heavy (gaming, video, whatever). I usually just

OPINION · WHEN · LocalLLaMAOPEN STORY
12 May
Thoughts on using personal macbook pro for self study / personal projects? Using it securely and safely.

<!-- SC_OFF --><div class="md"><p>So this is probably a pretty common thing, but I just want to ask in case am not missing something. I have pretty much no knowledge but trying to

OPINION · HOW · LocalLLaMAOPEN STORY
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