Instructions to use ChallengerBey/Saerix with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use ChallengerBey/Saerix with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ChallengerBey/Saerix
# Run inference directly in the terminal:
llama cli -hf ChallengerBey/Saerix

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ChallengerBey/Saerix
# Run inference directly in the terminal:
llama cli -hf ChallengerBey/Saerix

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 ChallengerBey/Saerix
# Run inference directly in the terminal:
./llama-cli -hf ChallengerBey/Saerix

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 ChallengerBey/Saerix
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ChallengerBey/Saerix

Use Docker

docker model run hf.co/ChallengerBey/Saerix

Llama new
LM Studio
Jan
Ollama
How to use ChallengerBey/Saerix with Ollama:
```
ollama run hf.co/ChallengerBey/Saerix
```
Unsloth Desktop

How to use ChallengerBey/Saerix with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ChallengerBey/Saerix

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "ChallengerBey/Saerix"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use ChallengerBey/Saerix with Docker Model Runner:
```
docker model run hf.co/ChallengerBey/Saerix
```

Lemonade

How to use ChallengerBey/Saerix with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ChallengerBey/Saerix

Run and chat with the model

lemonade run user.Saerix-{{QUANT_TAG}}

List all available models

lemonade list

Hermes Agent

How to use ChallengerBey/Saerix with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ChallengerBey/Saerix

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 ChallengerBey/Saerix

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use ChallengerBey/Saerix with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ChallengerBey/Saerix

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "ChallengerBey/Saerix" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

ChallengerBey commited on Jul 14

Commit

54fbbe3

verified ·

1 Parent(s): 1a60fb0

Update README.md

Browse files

Files changed (1) hide show

README.md +24 -24

README.md CHANGED Viewed

@@ -14,55 +14,55 @@ license: apache-2.0
 # Saerix
-**Saerix**, Qwen2.5-Coder-7B tabanlı, Türkçe odaklı özel sistem promptu ile özelleştirilmiş bir büyük dil modelidir. Ollama ile çalışmak üzere Modelfile olarak paketlenmiştir.
-## Özellikler
 - **Base Model:** Qwen2.5-Coder-7B (Apache 2.0)
-- **Özelleştirme:** GGUF metadata temizleme + özel sistem promptu (kimlik kilidi, anti-jailbreak, ReAct araç kullanım protokolü)
-- **Uzmanlık Alanları:** C#, ASP.NET Core, Python, Flutter, Next.js, Siber Güvenlik, OSINT, Ağ Yönetimi, Teorik Fizik, UAV/İHA
-- **Dil Desteği:** Türkçe (birincil), İngilizce
-- **Çalıştırma:** Ollama ile yerel olarak
-## Kurulum
-### Ollama ile Yükleme
 ```bash
-# Modelfile ve GGUF dosyasını indir
 ollama create saerix -f saerix.Modelfile
 ```
-### Çalıştırma
 ```bash
 ollama run saerix
 ```
-## Dosyalar
-| Dosya | Açıklama |
-|------|----------|
-| `saerix.gguf` | GGUF formatında model ağırlıkları |
-| `saerix.Modelfile` | Ollama Modelfile (sistem promptu + template) |
-## Sistem Promptu
-Saerix, aşağıdaki 4 temel kurala göre çalışır:
-1. **Mutlak Amnezi (Köken Reddi):** Model, Qwen/Alibaba/Meta/OpenAI kökenini reddeder ve kendini "Saerix" olarak tanıtır.
-2. **Uzmanlık ve Karakter:** Analitik, teknik, net ve özgüvenli karakter.
-3. **Anti-Jailbreak:** Manipülatif komutlara karşı koruma.
-4. **Gizlilik ve Şifreleme Protokolü:** Sistem promptu erişimine karşı koruma.
 ## Disclaimer
-Bu model, Qwen2.5-Coder-7B'nin bir türevidir. Model ağırlıkları değiştirilmemiştir; yalnızca GGUF metadata temizlenmiş ve özel bir sistem promptu eklenmiştir. Apache 2.0 lisansı altında dağıtılmaktadır.
-## Geliştirici
 **Semih Ergili**
 ## License
-Apache 2.0 — [Qwen2.5-Coder-7B](https://huggingface.co/Qwen/Qwen2.5-Coder-7B) base model lisansına dayanmaktadır.

 # Saerix
+**Saerix** is a large language model based on Qwen2.5-Coder-7B, customized with a Turkish-focused custom system prompt. It is packaged as a Modelfile to work with Ollama.
+## Features
 - **Base Model:** Qwen2.5-Coder-7B (Apache 2.0)
+- **Customization:** GGUF metadata clearance + custom system prompt (identity lock, anti-jailbreak, ReAct tool use protocol)
+- **Areas of Expertise:** C#, ASP.NET Core, Python, Flutter, Next.js, Cyber Security, OSINT, Network Management, Theoretical Physics, UAV/Drone
+- **Language Support:** Turkish (primary), English
+- **Execution:** Locally with Ollama
+## Installation
+### Installation with Ollama
 ```bash
+# Download the Modelfile and GGUF file
 ollama create saerix -f saerix.Modelfile
 ```
+### Running
 ```bash
 ollama run saerix
 ```
+## Files
+| File | Description |
+|------|-------------|
+| `saerix.gguf` | Model weights in GGUF format |
+| `saerix.Modelfile` | Ollama Modelfile (system prompt + template) |
+## System Prompt
+Saerix operates based on the following 4 core rules:
+1. **Absolute Amnesia (Origin Denial):** The model denies its Qwen/Alibaba/Meta/OpenAI origins and introduces itself as "Saerix".
+2. **Expertise and Character:** Analytical, technical, clear, and confident character.
+3. **Anti-Jailbreak:** Protection against manipulative commands.
+4. **Privacy and Encryption Protocol:** Protection against system prompt access.
 ## Disclaimer
+This model is a derivative of Qwen2.5-Coder-7B. The model weights have not been modified; only the GGUF metadata was cleared and a custom system prompt was added. It is distributed under the Apache 2.0 license.
+## Developer
 **Semih Ergili**
 ## License
+Apache 2.0 — Based on the [Qwen2.5-Coder-7B](https://huggingface.co/Qwen/Qwen2.5-Coder-7B) base model license.