Instructions to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("c00cjz00/phi-4-14b-it-R1-m22k_gguf", dtype="auto")

llama-cpp-python

How to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="c00cjz00/phi-4-14b-it-R1-m22k_gguf",
	filename="unsloth.Q2_K.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 c00cjz00/phi-4-14b-it-R1-m22k_gguf 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 c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
# Run inference directly in the terminal:
llama cli -hf c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
# Run inference directly in the terminal:
llama cli -hf c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

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 c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
# Run inference directly in the terminal:
./llama-cli -hf c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

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 c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
# Run inference directly in the terminal:
./build/bin/llama-cli -hf c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

Use Docker

docker model run hf.co/c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

LM Studio
Jan
Ollama
How to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with Ollama:
```
ollama run hf.co/c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
```

Unsloth Studio

How to use c00cjz00/phi-4-14b-it-R1-m22k_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 c00cjz00/phi-4-14b-it-R1-m22k_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 c00cjz00/phi-4-14b-it-R1-m22k_gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for c00cjz00/phi-4-14b-it-R1-m22k_gguf to start chatting

Atomic Chat new
Docker Model Runner
How to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with Docker Model Runner:
```
docker model run hf.co/c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K
```

Lemonade

How to use c00cjz00/phi-4-14b-it-R1-m22k_gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull c00cjz00/phi-4-14b-it-R1-m22k_gguf:Q2_K

Run and chat with the model

lemonade run user.phi-4-14b-it-R1-m22k_gguf-Q2_K

List all available models

lemonade list

model file

download model

huggingface-cli download \
  c00cjz00/phi-4-14b-it-R1-m22k_lora \
  unsloth.Q2_K.gguf \
  --local-dir /work/c00cjz00/github/hpc_ollama/home \
  --local-dir-use-symlinks False

phi4.modelfile

# Modelfile generated by "ollama show"
# To build a new Modelfile based on this, replace FROM with:
# FROM phi4:latest

FROM ./unsloth.Q2_K.gguf
TEMPLATE """{{- range $i, $_ := .Messages }}
{{- $last := eq (len (slice $.Messages $i)) 1 -}}
<|im_start|>{{ .Role }}<|im_sep|>
{{ .Content }}{{ if not $last }}<|im_end|>
{{ end }}
{{- if and (ne .Role "assistant") $last }}<|im_end|>
<|im_start|>assistant<|im_sep|>
{{ end }}
{{- end }}"""
PARAMETER stop <|im_start|>
PARAMETER stop <|im_end|>
PARAMETER stop <|im_sep|>

ollama

ollama create myphi4-on-q2 -f ./phi4.modelfile

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GGUF

Model size

15B params

Architecture

llama

Hardware compatibility

2-bit

4-bit

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Model tree for c00cjz00/phi-4-14b-it-R1-m22k_gguf

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