Instructions to use cortexso/phi-4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use cortexso/phi-4 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 cortexso/phi-4:Q4_K_M # Run inference directly in the terminal: llama cli -hf cortexso/phi-4:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf cortexso/phi-4:Q4_K_M # Run inference directly in the terminal: llama cli -hf cortexso/phi-4:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf cortexso/phi-4:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf cortexso/phi-4:Q4_K_M
Use Docker
docker model run hf.co/cortexso/phi-4:Q4_K_M
- Llama new
- LM Studio
- Jan
- vLLM
How to use cortexso/phi-4 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "cortexso/phi-4" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "cortexso/phi-4", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/cortexso/phi-4:Q4_K_M
- Ollama
How to use cortexso/phi-4 with Ollama:
ollama run hf.co/cortexso/phi-4:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use cortexso/phi-4 with Docker Model Runner:
docker model run hf.co/cortexso/phi-4:Q4_K_M
- Lemonade
How to use cortexso/phi-4 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull cortexso/phi-4:Q4_K_M
Run and chat with the model
lemonade run user.phi-4-Q4_K_M
List all available models
lemonade list
- Atomic Chat
|
Download README.md from cortexso/phi-4: direct link, hf CLI and curl.
- Browser
- Download file 1.55 kB
-
https://huggingface.co/cortexso/phi-4/resolve/main/README.md
- Command line
-
hf download hf://cortexso/phi-4/README.md
-
curl -L -o README.md https://huggingface.co/cortexso/phi-4/resolve/main/README.md
1.55 kB
| license: mit | |
| pipeline_tag: text-generation | |
| tags: | |
| - cortex.cpp | |
| ## Overview | |
| Phi-4 model, a state-of-the-art 14B parameter Transformer designed for advanced reasoning, conversational AI, and high-quality text generation. Built on a mix of synthetic datasets, filtered public domain content, academic books, and Q&A datasets, Phi-4 ensures exceptional performance through data quality and alignment. It features a 16K token context length, trained on 9.8T tokens over 21 days using 1920 H100-80G GPUs. Phi-4 underwent rigorous fine-tuning and preference optimization to enhance instruction adherence and safety. Released on December 12, 2024, it represents a static model with data cutoff as of June 2024, suitable for diverse applications in research and dialogue systems. | |
| ## Variants | |
| | No | Variant | Cortex CLI command | | |
| | --- | --- | --- | | |
| | 1 | [Phi-4-14b](https://huggingface.co/cortexso/phi-4/tree/14b) | `cortex run phi-4:14b` | | |
| ## Use it with Jan (UI) | |
| 1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart) | |
| 2. Use in Jan model Hub: | |
| ```text | |
| cortexso/phi-4 | |
| ``` | |
| ## Use it with Cortex (CLI) | |
| 1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart) | |
| 2. Run the model with command: | |
| ```bash | |
| cortex run phi-4 | |
| ``` | |
| ## Credits | |
| - **Author:** Microsoft Research | |
| - **Converter:** [Homebrew](https://www.homebrew.ltd/) | |
| - **Original License:** [License](https://huggingface.co/microsoft/phi-4/blob/main/LICENSE) | |
| - **Papers:** [Phi-4 Technical Report](https://arxiv.org/pdf/2412.08905) |