Instructions to use katanemo/Arch-Router-1.5B.gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use katanemo/Arch-Router-1.5B.gguf with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="katanemo/Arch-Router-1.5B.gguf")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("katanemo/Arch-Router-1.5B.gguf", dtype="auto")

llama-cpp-python

How to use katanemo/Arch-Router-1.5B.gguf with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="katanemo/Arch-Router-1.5B.gguf",
	filename="Arch-Router-1.5B-Q2_K.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use katanemo/Arch-Router-1.5B.gguf with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Use Docker

docker model run hf.co/katanemo/Arch-Router-1.5B.gguf:Q4_K_M

LM Studio
Jan

vLLM

How to use katanemo/Arch-Router-1.5B.gguf with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "katanemo/Arch-Router-1.5B.gguf"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "katanemo/Arch-Router-1.5B.gguf",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/katanemo/Arch-Router-1.5B.gguf:Q4_K_M

SGLang

How to use katanemo/Arch-Router-1.5B.gguf with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "katanemo/Arch-Router-1.5B.gguf" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "katanemo/Arch-Router-1.5B.gguf",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "katanemo/Arch-Router-1.5B.gguf" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "katanemo/Arch-Router-1.5B.gguf",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Ollama
How to use katanemo/Arch-Router-1.5B.gguf with Ollama:
```
ollama run hf.co/katanemo/Arch-Router-1.5B.gguf:Q4_K_M
```

Unsloth Studio new

How to use katanemo/Arch-Router-1.5B.gguf with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for katanemo/Arch-Router-1.5B.gguf to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for katanemo/Arch-Router-1.5B.gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for katanemo/Arch-Router-1.5B.gguf to start chatting

Pi new

How to use katanemo/Arch-Router-1.5B.gguf with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "katanemo/Arch-Router-1.5B.gguf:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use katanemo/Arch-Router-1.5B.gguf with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use katanemo/Arch-Router-1.5B.gguf with Docker Model Runner:
```
docker model run hf.co/katanemo/Arch-Router-1.5B.gguf:Q4_K_M
```

Lemonade

How to use katanemo/Arch-Router-1.5B.gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull katanemo/Arch-Router-1.5B.gguf:Q4_K_M

Run and chat with the model

lemonade run user.Arch-Router-1.5B.gguf-Q4_K_M

List all available models

lemonade list

parachas commited on Jun 19, 2025

Commit

4622748

verified ·

1 Parent(s): 4dd7660

Update LICENSE

Browse files

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LICENSE +35 -23

LICENSE CHANGED Viewed

@@ -1,5 +1,5 @@
 # Katanemo Labs, Inc. COMMUNITY LICENSE AGREEMENT
-**Version Release Date:** September 30th, 2024
 This Katanemo Labs, Inc. COMMUNITY LICENSE AGREEMENT is based on the Llama 3.2 Community License, Copyright © Meta Platforms, Inc. The terms and conditions have been adapted to reflect the proprietary nature of Katanemo Labs' materials.
@@ -20,43 +20,55 @@ By clicking "I Accept" or using any part of the Katanemo Materials, you agree to
 ---
-3. License Rights and Redistribution
   a. Grant of Rights
-  You are granted a non-exclusive, worldwide, non-transferable, and royalty-free license to:
-- Use, reproduce, distribute, and modify the Katanemo Materials.
-- Create derivative works based on the Katanemo Materials.
-4. Redistribution and Use
-  a. Distribution:
-     If you distribute the Katanemo Materials or a derivative work:
-   - Include a copy of this Agreement.
-   - Prominently display "Built with Katanemo" on a related website or documentation.
-  b. Attribution:
-   Include the following attribution notice:
-   "Katanemo is licensed under the Katanemo Labs Community License, Copyright © Katanemo Labs, Inc. All Rights Reserved."_
-  c. Compliance:
-   Your use must adhere to the Acceptable Use Policy, available at https://katanemolabs.com/katanemo/use-policy.
----
-5. Additional Commercial Terms
-If you are commercially using the Materials, you shall request a license from us.
 ---
-6. Disclaimer of Warranty
 The Katanemo Materials are provided "AS IS" without warranties of any kind, either express or implied, including but not limited to warranties of title, non-infringement, or fitness for a particular purpose.
 ---
-7. Limitation of Liability
 Katanemo Labs is not liable for any indirect, special, or consequential damages arising out of the use of the Katanemo Materials, even if advised of the possibility of such damages.
 ---
-8. Intellectual Property
   a. Trademarks
   No trademark licenses are granted, except as required for attribution as described in Section 1.b. You may use the “Katanemo” mark according to Katanemo Labs' brand guidelines.
@@ -68,10 +80,10 @@ Katanemo Labs is not liable for any indirect, special, or consequential damages
 ---
-9. Term and Termination
 This Agreement continues until terminated. Katanemo Labs may terminate the Agreement if you breach any terms. Upon termination, you must cease using the Katanemo Materials.
 ---
 10. Governing Law and Jurisdiction
-This Agreement is governed by the laws of the State of Washington, USA. Any disputes will be resolved in the courts of California.

 # Katanemo Labs, Inc. COMMUNITY LICENSE AGREEMENT
+**Version Release Date:** April 11th, 2025
 This Katanemo Labs, Inc. COMMUNITY LICENSE AGREEMENT is based on the Llama 3.2 Community License, Copyright © Meta Platforms, Inc. The terms and conditions have been adapted to reflect the proprietary nature of Katanemo Labs' materials.
 ---
+3. LICENSE RIGHTS AND REDISTRIBUTION
   a. Grant of Rights
+  Subject to the restrictions in Section 4, you are granted a non-exclusive, worldwide, non-transferable, and royalty-free license to:
+  - Use, reproduce, distribute, and modify the Katanemo Materials.
+  - Create derivative works based on the Katanemo Materials.
+  b. Permitted Redistribution
+  If you distribute the Katanemo Materials or any derivative work:
+  - You must include a copy of this License.
+  - You must prominently display the notice “Built with Katanemo” on a related website or documentation.
+  c. Attribution Requirement
+  You must include the following attribution notice in any distributed or public-facing use:
+  "Katanemo is licensed under the Katanemo Labs Community License.
+  Copyright © Katanemo Labs, Inc. All Rights Reserved."
+  d. Compliance Requirement
+  All use of the Katanemo Materials must comply with the Acceptable Use Policy, available at: https://katanemo.com/use-policy
+---
+4. COMMERCIAL USE AND DISTRIBUTION RESTRICTIONS
+You may use, reproduce, modify, distribute, and create derivative works from the Katanemo Materials for any purpose, including commercial use, EXCEPT in the following cases:
+You may NOT package, distribute, or make available the Katanemo Materials as part of:
+- A framework,
+- A proxy server,
+- Middleware,
+- A gateway infrastructure product,
+- Or any product substantially similar in function or purpose to the above,
+unless you obtain a separate commercial license from Katanemo Labs.
 ---
+This license does not grant trademark rights or rights outside the scope described above.
+5. Disclaimer of Warranty
 The Katanemo Materials are provided "AS IS" without warranties of any kind, either express or implied, including but not limited to warranties of title, non-infringement, or fitness for a particular purpose.
 ---
+6. Limitation of Liability
 Katanemo Labs is not liable for any indirect, special, or consequential damages arising out of the use of the Katanemo Materials, even if advised of the possibility of such damages.
 ---
+7. Intellectual Property
   a. Trademarks
   No trademark licenses are granted, except as required for attribution as described in Section 1.b. You may use the “Katanemo” mark according to Katanemo Labs' brand guidelines.
 ---
+8. Term and Termination
 This Agreement continues until terminated. Katanemo Labs may terminate the Agreement if you breach any terms. Upon termination, you must cease using the Katanemo Materials.
 ---
 10. Governing Law and Jurisdiction
+This Agreement is governed by the laws of the State of Washington, USA. Any disputes will be resolved in the courts of California.