Instructions to use mahmoudd777/qwen35-realestate-2048 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mahmoudd777/qwen35-realestate-2048 with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mahmoudd777/qwen35-realestate-2048",
	filename="Qwen3.5-4B.Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mahmoudd777/qwen35-realestate-2048 with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mahmoudd777/qwen35-realestate-2048:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mahmoudd777/qwen35-realestate-2048:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mahmoudd777/qwen35-realestate-2048:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mahmoudd777/qwen35-realestate-2048: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 mahmoudd777/qwen35-realestate-2048:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mahmoudd777/qwen35-realestate-2048: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 mahmoudd777/qwen35-realestate-2048:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mahmoudd777/qwen35-realestate-2048:Q4_K_M

Use Docker

docker model run hf.co/mahmoudd777/qwen35-realestate-2048:Q4_K_M

LM Studio
Jan
Ollama
How to use mahmoudd777/qwen35-realestate-2048 with Ollama:
```
ollama run hf.co/mahmoudd777/qwen35-realestate-2048:Q4_K_M
```

Unsloth Studio

How to use mahmoudd777/qwen35-realestate-2048 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 mahmoudd777/qwen35-realestate-2048 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 mahmoudd777/qwen35-realestate-2048 to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mahmoudd777/qwen35-realestate-2048 to start chatting

How to use mahmoudd777/qwen35-realestate-2048 with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf mahmoudd777/qwen35-realestate-2048: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": "mahmoudd777/qwen35-realestate-2048:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use mahmoudd777/qwen35-realestate-2048 with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf mahmoudd777/qwen35-realestate-2048: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 mahmoudd777/qwen35-realestate-2048:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use mahmoudd777/qwen35-realestate-2048 with Docker Model Runner:
```
docker model run hf.co/mahmoudd777/qwen35-realestate-2048:Q4_K_M
```

Lemonade

How to use mahmoudd777/qwen35-realestate-2048 with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mahmoudd777/qwen35-realestate-2048:Q4_K_M

Run and chat with the model

lemonade run user.qwen35-realestate-2048-Q4_K_M

List all available models

lemonade list

mahmoudd777 commited on Apr 18

Commit

7cb2f77

verified ·

1 Parent(s): f3b5330

Delete .gitattributes

Browse files

Files changed (1) hide show

.gitattributes +0 -36

.gitattributes DELETED Viewed

@@ -1,36 +0,0 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
-Qwen3.5-4B.F16-mmproj.gguf filter=lfs diff=lfs merge=lfs -text