Instructions to use TheDrummer/Skyfall-36B-v2-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use TheDrummer/Skyfall-36B-v2-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="TheDrummer/Skyfall-36B-v2-GGUF",
	filename="Skyfall-36B-v2b-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 TheDrummer/Skyfall-36B-v2-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 TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TheDrummer/Skyfall-36B-v2-GGUF: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 TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf TheDrummer/Skyfall-36B-v2-GGUF: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 TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M

Use Docker

docker model run hf.co/TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use TheDrummer/Skyfall-36B-v2-GGUF with Ollama:
```
ollama run hf.co/TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
```

Unsloth Studio

How to use TheDrummer/Skyfall-36B-v2-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 TheDrummer/Skyfall-36B-v2-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 TheDrummer/Skyfall-36B-v2-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for TheDrummer/Skyfall-36B-v2-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use TheDrummer/Skyfall-36B-v2-GGUF with Docker Model Runner:
```
docker model run hf.co/TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M
```

Lemonade

How to use TheDrummer/Skyfall-36B-v2-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull TheDrummer/Skyfall-36B-v2-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Skyfall-36B-v2-GGUF-Q4_K_M

List all available models

lemonade list

Skyfall-36B-v2-GGUF / README.md

TheDrummer

Update README.md

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	---
	license: other
	---
	# Join our Discord! https://discord.gg/Nbv9pQ88Xb
	## Nearly 4000 members strong 💪 Now with more channels! A hub for users and makers alike!
	---

	[BeaverAI](https://huggingface.co/BeaverAI) proudly presents...

	# Skyfall 36B v2

	Skyfall v2 is an upscaled version of Mistral Small 2501 with continued training for creativity and RP.

	![image/png](https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/BTVVnSnCRmysFKKqRaDvu.png)

	## Special Thanks
	- Thank you to each and everyone who donated and subscribed in [Ko-Fi](https://ko-fi.com/thedrummer) to make our venture a little bit easier.
	- I'm also recently unemployed. I am a Software Developer with 8 years of experience in Web, API, AI, and adapting to new tech and requirements. If you're hiring, feel free to reach out to me however.
	- To commercial hosters of my models: If you profit off someone's work, kindly consider contributing to the cause rather than turning a blind eye to those who provide value and are in need. A subscription/donation to my KoFi would be greatly appreciated!

	## Supported Chat Templates
	- Mistral v7 Tekken (highly recommended)
	- Metharme (not recommended)
	- Alpaca (may be interesting, especially for cyoa / story)

	## Description

	> Creativity, good writing style, good instruct, chain of thought capability, mathematics understanding, and solid tool use performance... This model is peak! This will be my new daily model over all the 70Bs I have used.

	> Skyfall v2 is without a doubt my favorite model I've ever managed to run locally, bar none

	> skyfall is kinda nuts i am quite impressed

	> The biggest stand out for me is how good Skyfall handles size differences especially. It actually beats all of the 70b's I have used for descriptions of how the character worked around our size difference.

	> I played with the Skyfall 3bit model, taking a new character card with which I had not previously RP'd, and damn, it was so alive! The character's speech was conceptually correct, not as dry as 24b, there was a comedy tag and damn I really laughed in places. I really liked it, maybe it was the specific prompt that played great together with Skyfall.

	> Seriously though, Skyfall is just insanely good for some reason

	> How did you make skyfall so good

	## Links
	- Original: https://huggingface.co/TheDrummer/Skyfall-36B-v2
	- GGUF: https://huggingface.co/TheDrummer/Skyfall-36B-v2-GGUF
	- iMatrix (recommended): https://huggingface.co/bartowski/TheDrummer_Skyfall-36B-v2-GGUF

	![image/gif](https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/KU3Y3T0T9tT_OhUG_4iGR.gif)