LM: Difference between revisions

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| style="width:200px;vertical-align:top" |
| style="width:200px;vertical-align:top" |
: [[LM/hf|hf (Model Management)]]
: [[LM/hf|hf (Model Management)]]
: [[LM/Bonsai 2 27B|Bonsai 2 27B]]
: [[LM/Flint|Flint]]
: [[LM/Qwen 3.8 27B|Qwen 3.8 27B]]
: [[LM/Qwen 3.8 27B|Qwen 3.8 27B]]
: [[LM/Gemma 4|Gemma 4]]
: [[LM/Gemma 4|Gemma 4]]
: [[LM/Devstral Small 2 24B|Devstral Small 2 24B]]
: [[LM/Bonsai 2 27B|Bonsai 2 27B]]
: [[LM/Ornith 1.5 35B A3B|Ornith 1.5 35B A3B]]
: [[LM/Experience|Experience]]
: [[LM/Experience|Experience]]
| style="width:200px;vertical-align:top" |
| style="width:200px;vertical-align:top" |
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: [[LM/llama.cpp for SYCL|llama.cpp for SYCL]]
: [[LM/llama.cpp for SYCL|llama.cpp for SYCL]]
: [[LM/llama.cpp for CUDA|llama.cpp for CUDA]]
: [[LM/llama.cpp for CUDA|llama.cpp for CUDA]]
: [[LM/llama.cpp for OpenVINO|llama.cpp for OpenVINO]]
: [[LM/llama.cpp for TurboQuant|llama.cpp for TurboQuant]]
: [[LM/SGLang|SGLang]]
: [[LM/SGLang|SGLang]]
: [[LM/Inference Engine Comparison|Comparison]]
: [[LM/Inference Engine Comparison|Comparison]]
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<quickmmd name="models-handling-infra">
<quickmmd name="models-handling-infra">
flowchart LR
flowchart TD
   A(LiteLLM)
   A(LiteLLM)
   B(vLLM<br>Qwen 3.8 27B)
   B(vLLM<br>Qwen 3.8 27B)
Line 69: Line 68:
= Investigating vLLM on Intel Arc Pro B70 =
= Investigating vLLM on Intel Arc Pro B70 =


<quickmmd name="tinkering-b70">
<quickmmd name="tinkering-b70-vllm">
flowchart TD
flowchart TD
   subgraph Hardware
   subgraph Hardware
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   subgraph Driver
   subgraph Driver
     C1(Install PPA driver<br>26.27.39122.14):::node-okay
     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
     B1 --> C1
  end
  subgraph Runtime
    D1[Build llama.cpp for<br>SYCL]:::node-okay
    C2 --> D1
   end
   end


Line 99: Line 91:
     T3(Install<br>nvtop)
     T3(Install<br>nvtop)
     T4(Install<br>tmux)
     T4(Install<br>tmux)
     T5(Install<br>lact)
     T5(Install<br>docker)
    T6(Install<br>llama-swap)
     T1 --> T2
     T1 --> T2
     B1 --> T1
     B1 --> T1
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     B1 --> T4
     B1 --> T4
     B1 --> T5
     B1 --> T5
    T5 --> T6
   end
   end


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   end
   end


   subgraph config
   subgraph Config
     V1(Optimize<br>.bashrc)
     V1(Optimize<br>.bashrc)
     V2(Optimize<br>lmsw.yaml)
     V2(docker-compose.yaml)
    C2 --> V1
     T2 --> V1
     T2 --> V1
     T4 ----> V1
     T4 ----> V1
     T6 ---> V2
     T5 --> V2
  end
 
  subgraph Engine
    E1(Docker Image<br>vllm-openai-xpu<br>0.30.0+)
    C1 --> E1
    T5 --> E1
    M1 --> E1
    V2 --> E1
   end
   end


   subgraph Service
   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
   end


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   classDef node-todo fill:#eee,stroke:#777
   classDef node-todo fill:#eee,stroke:#777
</quickmmd>
</quickmmd>


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

Latest revision as of 01:58, 26 October 2026

Topics

🤖 Agent  🧠 Model  🚀 Engine  ⚙️ GPU & Driver  📊 Evaluation
ZooCode
axe
MCP
hf (Model Management)
Flint
Qwen 3.8 27B
Gemma 4
Bonsai 2 27B
Ornith 1.5 35B A3B
Experience
vLLM
llama-swap
ComfyUI
llama.cpp for SYCL
llama.cpp for CUDA
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