Instructions to use nzgnzg73/llama_cpp_WebUI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use nzgnzg73/llama_cpp_WebUI with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="nzgnzg73/llama_cpp_WebUI",
	filename="Image-Text-to-Text Models/gemma-3/gemma-3-12b-it-Q4_K_S.gguf",
)

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

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use nzgnzg73/llama_cpp_WebUI with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S
# Run inference directly in the terminal:
llama-cli -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S

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 nzgnzg73/llama_cpp_WebUI:Q4_K_S
# Run inference directly in the terminal:
./llama-cli -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S

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 nzgnzg73/llama_cpp_WebUI:Q4_K_S
# Run inference directly in the terminal:
./build/bin/llama-cli -hf nzgnzg73/llama_cpp_WebUI:Q4_K_S

Use Docker

docker model run hf.co/nzgnzg73/llama_cpp_WebUI:Q4_K_S

LM Studio
Jan
Ollama
How to use nzgnzg73/llama_cpp_WebUI with Ollama:
```
ollama run hf.co/nzgnzg73/llama_cpp_WebUI:Q4_K_S
```

Unsloth Studio new

How to use nzgnzg73/llama_cpp_WebUI 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 nzgnzg73/llama_cpp_WebUI 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 nzgnzg73/llama_cpp_WebUI to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for nzgnzg73/llama_cpp_WebUI to start chatting

Docker Model Runner
How to use nzgnzg73/llama_cpp_WebUI with Docker Model Runner:
```
docker model run hf.co/nzgnzg73/llama_cpp_WebUI:Q4_K_S
```

Lemonade

How to use nzgnzg73/llama_cpp_WebUI with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull nzgnzg73/llama_cpp_WebUI:Q4_K_S

Run and chat with the model

lemonade run user.llama_cpp_WebUI-Q4_K_S

List all available models

lemonade list

nzgnzg73 commited on Nov 29, 2025

Commit

9da4d9d

verified ·

1 Parent(s): 8837169

Upload 3 files

Browse files

Files changed (4) hide show

.gitattributes +1 -0
Image-Text-to-Text Models/GPT OSS 20B/1.png +0 -0
Image-Text-to-Text Models/GPT OSS 20B/2.png +3 -0
Image-Text-to-Text Models/GPT OSS 20B/models link.txt +46 -0

.gitattributes CHANGED Viewed

@@ -38,3 +38,4 @@ Best[[:space:]]GGUF/mmproj-model-f16-12B.gguf filter=lfs diff=lfs merge=lfs -tex
 Image-Text-to-Text[[:space:]]Models/gemma-3/gemma-3-12b-it-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
 Image-Text-to-Text[[:space:]]Models/gemma-3/mmproj-model-f16-12B.gguf filter=lfs diff=lfs merge=lfs -text
 Image-Text-to-Text[[:space:]]Models/gemma-3/mmproj-model-f16-27B.gguf filter=lfs diff=lfs merge=lfs -text

 Image-Text-to-Text[[:space:]]Models/gemma-3/gemma-3-12b-it-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
 Image-Text-to-Text[[:space:]]Models/gemma-3/mmproj-model-f16-12B.gguf filter=lfs diff=lfs merge=lfs -text
 Image-Text-to-Text[[:space:]]Models/gemma-3/mmproj-model-f16-27B.gguf filter=lfs diff=lfs merge=lfs -text
+Image-Text-to-Text[[:space:]]Models/GPT[[:space:]]OSS[[:space:]]20B/2.png filter=lfs diff=lfs merge=lfs -text

Image-Text-to-Text Models/GPT OSS 20B/1.png ADDED Viewed

Image-Text-to-Text Models/GPT OSS 20B/2.png ADDED Viewed

Git LFS Details

SHA256: fd47d606295ed0be48ba6e0241592fbd69f1db27ab8b84d0fae0f3ef81cf13dd
Pointer size: 132 Bytes
Size of remote file: 1.11 MB

Image-Text-to-Text Models/GPT OSS 20B/models link.txt ADDED Viewed

	@@ -0,0 +1,46 @@

+https://nzg73.blogspot.com
+## Want to talk or ask something?
+Just click the YouTube link below! You'll find my 📧 email there and can message me easily. 👇
+🎥 YouTube Channel: @nzg73
+🔗 https://youtube.com/@NZG73
+## Contact Email 👇👇👀
+E-mail:-
+nzgnzg73@gmail.com
+hugging face
+gpt-oss-20b-GGUF:-  https://huggingface.co/ggml-org/gpt-oss-20b-GGUF/tree/main
+google drive :- https://drive.google.com/drive/folders/1t2SOI6IS9WoUa_DiD7euo1KK4TS3Jd28?usp=sharing
+chatgpt:-
+Chatgpt;- https://chatgpt.com/share/6914d98c-9784-800e-8d92-e8eb0a25b5a4
+https://chatgpt.com/share/6914d98c-9784-800e-8d92-e8eb0a25b5a4