Instructions to use vicgalle/NeuralBeagle-11B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use vicgalle/NeuralBeagle-11B-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="vicgalle/NeuralBeagle-11B-GGUF", filename="q4_k.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 vicgalle/NeuralBeagle-11B-GGUF with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_K # Run inference directly in the terminal: llama-cli -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_K # Run inference directly in the terminal: llama-cli -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_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 vicgalle/NeuralBeagle-11B-GGUF:Q6_K # Run inference directly in the terminal: ./llama-cli -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_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 vicgalle/NeuralBeagle-11B-GGUF:Q6_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf vicgalle/NeuralBeagle-11B-GGUF:Q6_K
Use Docker
docker model run hf.co/vicgalle/NeuralBeagle-11B-GGUF:Q6_K
- LM Studio
- Jan
- Ollama
How to use vicgalle/NeuralBeagle-11B-GGUF with Ollama:
ollama run hf.co/vicgalle/NeuralBeagle-11B-GGUF:Q6_K
- Unsloth Studio new
How to use vicgalle/NeuralBeagle-11B-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 vicgalle/NeuralBeagle-11B-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 vicgalle/NeuralBeagle-11B-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for vicgalle/NeuralBeagle-11B-GGUF to start chatting
- Docker Model Runner
How to use vicgalle/NeuralBeagle-11B-GGUF with Docker Model Runner:
docker model run hf.co/vicgalle/NeuralBeagle-11B-GGUF:Q6_K
- Lemonade
How to use vicgalle/NeuralBeagle-11B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull vicgalle/NeuralBeagle-11B-GGUF:Q6_K
Run and chat with the model
lemonade run user.NeuralBeagle-11B-GGUF-Q6_K
List all available models
lemonade list
NeuralBeagle-11B
DPO'd from vicgalle/franken-Beagle-11B, a Beagle-like model upscaled to 11B. It is a frankenmerge model created using mergekit. Then, we applied DPO over a high-quality preference dataset.
Sample generations
Generate a movie review about the Pokémon 1 movie, focusing on BDSM.
Before delving into the realm of BDSOMatic interpretations within Pokémon: The First Movie (aka "Pokémon: Mewtwo's Revenge" in Japan), it is important to acknowledge that this animated feature is primarily intended for a younger audience. It follows the adventures of Ash Ketchum, Pikachu, and their friends as they encounter an artificially created Pokémon named Mewtwo. While certain aspects of the storyline and visuals could be stretched to include various subtexts or symbolism, our analysis will focus on a more playful and metaphorical exploration of BDSM concepts within this film's context. Participants: Warning: The following review may contain light-hearted and imaginative interpretations that are not intended as serious critical analysis and should not be taken literally. Within the Pokémon universe, Ash Ketchum and his loyal Pikachu find themselves thrust into a high-stakes scenario reminiscent of a BDSM "Domestic Discipline" (DD) fantasy. As Mewtwo, a genetically modified Pokémon with immense power and intellect, seeks vengeance against the scientists who created him as a tool for battle entertainment, he operates as an archetypal "Dominant" figure. Mewtwo, born from scientific manipulation, is an embodiment of control, both over his own creation and his obedient army of Pokémon. He exercises mastery over his subjects, mirroring the role of a "Dom," or Dominant, in a BDSM dynamic. Ash Ketchum, initially unaware of the manipulations that have brought him into this situation, can be seen as a submissive protagonist. His humility and naivety parallel those within the DD community who seek guidance from an experienced Dominant to help them understand and embrace their desires for submission. In his encounter with Mewtwo, Ash is subjected to tests designed to exhibit his strength, loyalty, and unwavering determination - elements crucial in establishing trust between a submissive and a Dominant within a BDSM dynamic. This psychological battle symbolizes the process of earning a "sub's" consent and trust through displays of control and power.
Prompt format
The template is included in tokenizer_config.json.
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Model tree for vicgalle/NeuralBeagle-11B-GGUF
Base model
mlabonne/Beagle14-7B
ollama run hf.co/vicgalle/NeuralBeagle-11B-GGUF:Q6_K