LM: Difference between revisions

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* llama-swap can launch model, cannot manage users.
* llama-swap can launch model, cannot manage users.
* LiteLLM cannot launch model, can manage users.
* LiteLLM cannot launch model, can manage users.
= Investigating vLLM on Intel Arc Pro B70 =
<quickmmd name="tinkering-b70">
flowchart TD
  subgraph Hardware
    A1(Intel Arc Pro B70):::node-okay
    A2(Asus ProArt B850 WiFi NEO):::node-okay
    A3(AMD Ryzen 5 9600X):::node-okay
  end
  subgraph OS
    B1(Install<br>Ubuntu 26.04):::node-okay
    A1 & A2 & A3 --> B1
  end
  subgraph Driver
    C1(Install PPA driver<br>26.27.39122.14):::node-okay
    C2(Install oneAPI<br>2026.1.1.20260724):::node-okay
    C1 --> C2
    B1 --> C1
  end
  subgraph Runtime
    D1[Build llama.cpp for<br>SYCL]:::node-okay
    C2 --> D1
  end
  subgraph Tools
    T1(Install<br>pipx)
    T2(Install<br>hf)
    T3(Install<br>nvtop)
    T4(Install<br>tmux)
    T5(Install<br>lact)
    T6(Install<br>llama-swap)
    T1 --> T2
    B1 --> T1
    B1 --> T3
    B1 --> T4
    B1 --> T5
    T5 --> T6
  end
  subgraph Models
    M1(Qwen3.8-27B)
    T2 --> M1
  end
  subgraph config
    V1(Optimize<br>.bashrc)
    V2(Optimize<br>lmsw.yaml)
    C2 --> V1
    T2 --> V1
    T4 ----> V1
    T6 ---> V2
  end
  subgraph Service
    Z(service<br>llama-swap \<br>  -config lmsw.yaml \<br>  -listen 0.0.0.0:9876)
    M1 --> Z
    D1 --> Z
    V2 --> Z
  end
  classDef node-okay fill:#efe,stroke:#393
  classDef node-warn fill:#fff0e0,stroke:#d63
  classDef node-fail fill:#fee,stroke:#d33
  classDef node-todo fill:#eee,stroke:#777
</quickmmd>


= Investigating llama.cpp on Intel Arc Pro B70 =
= Investigating llama.cpp on Intel Arc Pro B70 =

Revision as of 07:31, 22 October 2026

Topics

🤖 Agent  🧠 Model  🚀 Engine  ⚙️ GPU & Driver  📊 Evaluation
ZooCode
axe
MCP
hf (Model Management)
Bonsai 2 27B
Qwen 3.8 27B
Gemma 4
Devstral Small 2 24B
Experience
vLLM
llama-swap
ComfyUI
llama.cpp for SYCL
llama.cpp for CUDA
llama.cpp for OpenVINO
llama.cpp for TurboQuant
SGLang
Comparison
Intel Arc Pro B70
Install driver
Install oneAPI (SYCL)
Install OpenVINO
.bashrc for B70
Experiment
NVIDIA RTX 3060
Install driver
AMD Ryzen AI 7 350
Experiment
Tools
Install nvtop
PCIe Trouble Shooting
Comparison
LM/GPU Comparison
Performance

News

Models management

  • llama-swap can launch model, cannot manage users.
  • LiteLLM cannot launch model, can manage users.

Investigating vLLM on Intel Arc Pro B70


Investigating llama.cpp on Intel Arc Pro B70