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Why my local llama run so slowly?

BACKGROUND
1 SIGNALFIRST DETECTED 25 March 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
25 Mar
Why my local llama run so slowly?
OPINION · WHAT · LocalLLaMA
1.8
Other feeds and industry voices
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
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
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
5 May
MTP on strix halo with llama.cpp (PR #22673)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t4uj9h/mtp_on_strix_halo_with_llamacpp_pr_22673/"> <img alt="MTP on strix halo with llama.cpp (PR #22673)"

OPINION · WHAT · LocalLLaMAOPEN STORY
26 Mar
Opencode + Local Models + Apple MLX = ??

<!-- SC_OFF --><div class="md"><p>I have experience using llama.cpp on Windows/Linux with 8GB NVIDIA card (384 GB/s bandwidth) and offloading to CPU to run MoE models. I typically

OPINION · HOW · LocalLLaMAOPEN STORY
1 Apr
What are the benefits of using LLama.cpp / ik_llama over LM Studio right now?

<!-- SC_OFF --><div class="md"><p>I’ve been testing LM Studio on my RTX 5070 Ti (16GB) and Ryzen 9800X3D, running Unsloth Qwen3.5 35B (UD Q4_K_XL).</p> <p>Initially, I thought LM

OPINION · HOW · LocalLLaMAOPEN STORY
9 Apr
AI to program on my local computers

<!-- SC_OFF --><div class="md"><p>Hi,</p> <p>I taught Computer Science for 30 years in a French School of Electrical Engineering, Computer Science Department.</p> <p>I recently

OPINION · WHAT · LocalLLaMAOPEN STORY
12 Apr
Why bother with local LLMs?

<!-- SC_OFF --><div class="md"><p>Tomorrow, I am getting delivery of a 13&quot; M5 macbook air with 32gb RAM and 1T SSD. Currently, I have pro subscriptions to Gemini, Perplexity

OPINION · HOW · LocalLLaMAOPEN STORY
Sources
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