Instructions to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA",
	filename="Anubis-Mini-11B-v1-F16.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": [
				{
					"type": "text",
					"text": "Describe this image in one sentence."
				},
				{
					"type": "image_url",
					"image_url": {
						"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
					}
				}
			]
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA: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 EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA: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 EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M

Use Docker

docker model run hf.co/EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M

LM Studio
Jan

vLLM

How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M

Ollama
How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with Ollama:
```
ollama run hf.co/EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
```

Unsloth Studio

How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA 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 EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA 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 EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA to start chatting

Atomic Chat new
Docker Model Runner
How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with Docker Model Runner:
```
docker model run hf.co/EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M
```

Lemonade

How to use EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA:Q4_K_M

Run and chat with the model

lemonade run user.Anubis-Mini-11B-v1-Vision-OLLAMA-Q4_K_M

List all available models

lemonade list

A newer version of this model is available: EnlistedGhost/Anubis-Mini-11B-v1-Vision

--------------------------------------------------
------- Anubis-Mini-11B-v1-Vision -------
--------------------------------------------------

Anubis-Mini-8B-v1 + Vision Tower

Llama-3.2-11B-Vision (Vision Tower Source)
Anubis-Mini-8B-v1 (Language Model Source)

!!!!!!!!!!!!$$$$$$$$$$$$$$$$$$$$$$$$$!!!!!!!!!!!!!!!!
###########################################
NOTICE: ---- Ollama v0.30.X ---- (And Newer)
###########################################

As of Ollama v0.30.X and newer, "mllama" type models (Llama3.2-Vision and others) are no longer compatible at this time!

What happened? Ollama completely replaced their backend for GGUF model runs

To elaborate: they have done away with thier GO-Runners for GGUF files completely. Instead they now favor direct Llama.cpp client/server that they wrap to run GGUF models.
Because of this, any Llama3.2-Vision based models are no longer supported with the above mentioned versions or higher. I however, do have an pull request that I will be submitting this week that adds support for "mllama" model typs (Multimodal-Llama)

Thank you for understanding, and I look forward to everyone being able to use this model that @TheDrummer made the original txt-only
Version of because it's awesome!

This release contains:
Ollama compatible GGUF converted and Quantized model files (Compatible with ONLY Ollama)

Compatibility:

Compatible with Ollama v0.11.x --> v0.20.2+

Quantized GGUF version of:

Anubis-Mini-11B-v1-Vision
(by EnlistedGhost)

Original Model Link:

EnlistedGhost/Anubis-Mini-11B-v1-Vision

-------------------------------------------------------------
- GGUF Conversion and Quantization Details: -
-------------------------------------------------------------

Software used to convert Safetensors to GGUF:

llama.cpp (Version: b8189)

Software used to create Quantized GGUF Files:

llama.cpp

Specific GitHub Commit Point:

b8189

Converted to GGUF and Quantized by:

EnlistedGhost

--------------------------
---- Original Info ----
--------------------------

(Crossposted from the link in the above section: "Model Details"):

-----------------------------------
Anubis-Mini-11B-v1-Vision
-----------------------------------

Anubis-Mini-8B-v1 + Vision Tower

Llama-3.2-11B-Vision (Vision Tower Source)
Anubis-Mini-8B-v1 (Language Model Source)

Model Details

Developed by: Meta, TheDrummer, EnlistedGhost
Shared by: EnlistedGhost
Model type: Llama-3.2-11B-Vision (Vision Tower Only) + Anubis-Mini-8B-v1
Language(s) (NLP): English, Italian, German, Hindi, Thai, Spanish, French, Portuguese
License: Llama3.3

Model Sources

Repository #1: Anubis-Mini-8B-v1
Repository #2: Llama-3.2-11B-Vision

Uses and/or Direct Use

Same as Meta-Llama-3.3

Out-of-Scope Use

Same as Meta-Llama-3.3

Bias, Risks, and Limitations

Same as Meta-Llama-3.3

How to Get Started with the Model

Same as Meta-Llama-3.3

Evaluation

This model has NOT been evaluated! USE AT YOUR OWN RISK!

Testing Data

This model has NOT been tested! USE AT YOUR OWN RISK!

Credit & Special Thanks

Meta-Llama (Vision Tower Source)
TheDrummer (Language Model Source)
Huggingface (Tools that made this possible)

Technical Specifications

Software

Huggingface-Safetensors
Huggingface-CLI
PyTorch
Python-3.13
Transformers

Downloads last month: 82

GGUF

Model size

11B params

Architecture

mllama

Hardware compatibility

4-bit

8-bit

16-bit

Model tree for EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA

Base model

allura-forge/Llama-3.3-8B-Instruct

Finetuned

shb777/Llama-3.3-8B-Instruct-128K

Finetuned

TheDrummer/Anubis-Mini-8B-v1

Finetuned

EnlistedGhost/Anubis-Mini-11B-v1-Vision

Quantized

(1)

this model

-------------------------------------------------- ------- Anubis-Mini-11B-v1-Vision ------- --------------------------------------------------

Anubis-Mini-8B-v1 + Vision Tower

!!!!!!!!!!!!$$$$$$$$$$$$$$$$$$$$$$$$$!!!!!!!!!!!!!!!!###########################################NOTICE: ---- Ollama v0.30.X ---- (And Newer)###########################################

As of Ollama v0.30.X and newer, "mllama" type models (Llama3.2-Vision and others) are no longer compatible at this time!

What happened? Ollama completely replaced their backend for GGUF model runs

Thank you for understanding, and I look forward to everyone being able to use this model that @TheDrummer made the original txt-only Version of because it's awesome!

------------------------------------------------------------- - GGUF Conversion and Quantization Details: --------------------------------------------------------------

-------------------------- ---- Original Info ---- --------------------------

----------------------------------- Anubis-Mini-11B-v1-Vision -----------------------------------

Anubis-Mini-8B-v1 + Vision Tower

Model Details

Model Sources

Uses and/or Direct Use

Out-of-Scope Use

Bias, Risks, and Limitations

How to Get Started with the Model

Evaluation

Testing Data

Credit & Special Thanks

Technical Specifications

Software

Model tree for EnlistedGhost/Anubis-Mini-11B-v1-Vision-OLLAMA

--------------------------------------------------
------- Anubis-Mini-11B-v1-Vision -------
--------------------------------------------------

!!!!!!!!!!!!$$$$$$$$$$$$$$$$$$$$$$$$$!!!!!!!!!!!!!!!!
###########################################
NOTICE: ---- Ollama v0.30.X ---- (And Newer)
###########################################

Thank you for understanding, and I look forward to everyone being able to use this model that @TheDrummer made the original txt-only
Version of because it's awesome!

-------------------------------------------------------------
- GGUF Conversion and Quantization Details: -
-------------------------------------------------------------

--------------------------
---- Original Info ----
--------------------------

-----------------------------------
Anubis-Mini-11B-v1-Vision
-----------------------------------