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= Build environment =
= Topics =


== Ubuntu ==
{| class="wikitable"
! 🤖 Agent　 || 🧠 Model　 || 🚀 Engine　 || ⚙️ GPU & Driver　|| Evaluation
|-
| style="width:200px;vertical-align:top" |
: [[LM/ZooCode|ZooCode]]
: [[LM/jrswab_axe|axe]]
: [[LM/MCP|MCP]]
| style="width:200px;vertical-align:top" |
: [[LM/hf|hf (Model Management)]]
: [[LM/Qwen 3.8 27B|Qwen 3.8 27B]]
: [[LM/Gemma 4|Gemma 4]]
: [[LM/Devstral Small 2 24B|Devstral Small 2 24B]]
: [[LM/Experience|Experience]]
| style="width:200px;vertical-align:top" |
: [[LM/llama-swap|llama-swap]]
: [[LM/vLLM|vLLM]]
: [[LM/ComfyUI|ComfyUI]]
: [[LM/llama.cpp for SYCL|llama.cpp for SYCL]]
: [[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]]
| style="width:200px;vertical-align:top" |
: Intel Arc Pro B70
:: [[LM/Install driver|Install driver]]
:: [[LM/Install oneAPI|Install oneAPI (SYCL)]]
:: [[LM/Install OpenVINO|Install OpenVINO]]
:: [[LM/.bashrc for B70|.bashrc for B70]]
:: [[LM/Intel Pro Arc B70|Experiment]]
: NVIDIA RTX 3060
:: [[LM/Install NVIDIA driver|Install driver]]
: AMD Ryzen AI 7 350
:: [[LM/Ryzen AI 7 350|Experiment]]
: Tools
:: [[LM/Install nvtop|Install nvtop]]
:: [[LM/lact|lact]]
:: [[LM/PCIe Trouble Shooting|PCIe Trouble Shooting]]
: Comparison
:: [[LM/GPU Comparison]]
| style="width:200px;vertical-align:top" |
: [[LM/Performance|Performance]]
|}


* [[LLM/Intel Pro Arc B70]]
= News =
* [[LLM/Nvidia RTX 3060]]
* [[LLM/Ryzen AI 7 350]] (XDNA)


== Agents ==
* [https://huggingface.co/datasets/ScaleAI/SWE-bench_Pro?leaderboard_max_params=32B SWE Pro Benchmark for models < 32B]
* [https://storage.openvinotoolkit.org/repositories/openvino/packages/2026.3/linux/ OpenVINO 2026.3 supports Ubuntu 26] - 2026-08-04


* [[LLM/jrswab_axe]]
= Models management =


== Test Experiences ==
<quickmmd name="models-handling-infra">
flowchart LR
  A(LiteLLM)
  B1(llama-swap)
  B2(vLLM<br>Qwen 3.8 27B)
  C(llama.cpp<br>Gemma 4 E4B)


* [[LLM/Agent can do and cannot do]]
  A --> B1 & B2
  B1 --> C
</quickmmd>


== Wishlist ==
* llama-swap can launch model, cannot manage users.
* LiteLLM cannot launch model, can manage users.


* [[LLM/Coding]]
= Decision Tree for tinkering with 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
    C3(Install OpenVINO<br>2026.3.0<br>hard to install):::node-warn
    C1 --> C2 & C3
    B1 --> C1
  end
 
  subgraph Runtime
    D1[Build llama.cpp for<br>SYCL]:::node-okay
    D2[Build llama.cpp for<br>OpenVINO<br>not stable yet]:::node-warn
    %% D3[Build SGLang for<br>SYCL]:::node-todo
    %% D4[Build SGLang for<br>OpenVINO]:::node-todo
    C2 --> D1
    C3 --> D2
    %% C2 --> D3
    %% C3 --> D4
  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)
    M2(Devstral-Small-2-24B)
    T2 --> M1 & M2
  end
 
  subgraph config
    V1(Optimize<br>.bashrc)
    V2(Optimize<br>lmsw.yaml)
    C2 --> V1
    C3 --> 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>

Latest revision as of 09:49, 21 September 2026

Topics

🤖 Agent　 🧠 Model　 🚀 Engine　 ⚙️ GPU & Driver　 Evaluation
ZooCode
axe
MCP
hf (Model Management)
Qwen 3.8 27B
Gemma 4
Devstral Small 2 24B
Experience
llama-swap
vLLM
ComfyUI
llama.cpp for SYCL
llama.cpp for CUDA
llama.cpp for OpenVINO
llama.cpp for TurboQuant
SGLang
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
lact
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.

Decision Tree for tinkering with Intel Arc Pro B70

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