Instructions to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF with Ollama:
```
ollama run hf.co/art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
```

Unsloth Studio

How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-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 art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF to start chatting

Docker Model Runner
How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF with Docker Model Runner:
```
docker model run hf.co/art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M
```

Lemonade

How to use art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull art-from-the-machine/Mantella-Skyrim-Llama-3-8B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Mantella-Skyrim-Llama-3-8B-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

art-from-the-machine commited on Aug 3, 2025

Commit

007e7be

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1 Parent(s): ea1ec8c

Update README.md

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@@ -14,6 +14,10 @@ base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
 # Skyrim Fine-Tune for Meta Llama 3 8B Instruct
 [<img src="https://staticdelivery.nexusmods.com/mods/1704/images/headers/98631_1692410778.jpg" width="1000"/>](https://art-from-the-machine.github.io/Mantella/)
 ## Introduction
 This fine-tune of Meta's Llama 3 8B Instruct model is intended to be used as a custom-tailored model for the [Mantella Skyrim mod](https://art-from-the-machine.github.io/Mantella/).

 # Skyrim Fine-Tune for Meta Llama 3 8B Instruct
 [<img src="https://staticdelivery.nexusmods.com/mods/1704/images/headers/98631_1692410778.jpg" width="1000"/>](https://art-from-the-machine.github.io/Mantella/)
+<div style="border-left: 4px solid #f00; padding: 10px; background-color: #000;">
+  <strong>⚠️ Warning:</strong> This model is very outdated and performs worse than newer, non fine-tuned models. It is therefore no longer recommended for use with Mantella.
+</div>
 ## Introduction
 This fine-tune of Meta's Llama 3 8B Instruct model is intended to be used as a custom-tailored model for the [Mantella Skyrim mod](https://art-from-the-machine.github.io/Mantella/).