Instructions to use banjl4487/MODEL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use banjl4487/MODEL with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="banjl4487/MODEL",
	filename="jarvis_model.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use banjl4487/MODEL with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf banjl4487/MODEL
# Run inference directly in the terminal:
llama-cli -hf banjl4487/MODEL

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf banjl4487/MODEL
# Run inference directly in the terminal:
llama-cli -hf banjl4487/MODEL

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 banjl4487/MODEL
# Run inference directly in the terminal:
./llama-cli -hf banjl4487/MODEL

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 banjl4487/MODEL
# Run inference directly in the terminal:
./build/bin/llama-cli -hf banjl4487/MODEL

Use Docker

docker model run hf.co/banjl4487/MODEL

LM Studio
Jan
Ollama
How to use banjl4487/MODEL with Ollama:
```
ollama run hf.co/banjl4487/MODEL
```

Unsloth Studio new

How to use banjl4487/MODEL 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 banjl4487/MODEL 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 banjl4487/MODEL to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for banjl4487/MODEL to start chatting

Docker Model Runner
How to use banjl4487/MODEL with Docker Model Runner:
```
docker model run hf.co/banjl4487/MODEL
```

Lemonade

How to use banjl4487/MODEL with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull banjl4487/MODEL

Run and chat with the model

lemonade run user.MODEL-{{QUANT_TAG}}

List all available models

lemonade list

MODEL

Commit History

Upload model.gguf

cc9fd5a
verified

banjl4487 commited on 4 days ago

Upload jarvis_model.gguf with huggingface_hub

db472ea
verified

banjl4487 commited on 9 days ago

Update README.md

3e4b546
verified

sdfsafs commited on Feb 20

Upload 5 files

fdc7eb8
verified

sdfsafs commited on Feb 19

Upload 11 files

dcfa4dc
verified

sdfsafs commited on Feb 19

Delete Bllossom-3B-Bias-Detector

e605ceb
verified

sdfsafs commited on Feb 19

Upload 7 files

f60e0f4
verified

sdfsafs commited on Jan 27

Create README.md

548de37
verified

sdfsafs commited on Jan 27

initial commit

6415258
verified

sdfsafs commited on Jan 27

Commit History

Upload model.gguf cc9fd5a verified

Upload jarvis_model.gguf with huggingface_hub db472ea verified

Update README.md 3e4b546 verified

Upload 5 files fdc7eb8 verified

Upload 11 files dcfa4dc verified

Delete Bllossom-3B-Bias-Detector e605ceb verified

Upload 7 files f60e0f4 verified

Create README.md 548de37 verified

initial commit 6415258 verified

Upload model.gguf

cc9fd5a
verified

Upload jarvis_model.gguf with huggingface_hub

db472ea
verified

Update README.md

3e4b546
verified

Upload 5 files

fdc7eb8
verified

Upload 11 files

dcfa4dc
verified

Delete Bllossom-3B-Bias-Detector

e605ceb
verified

Upload 7 files

f60e0f4
verified

Create README.md

548de37
verified

initial commit

6415258
verified