Instructions to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="bartowski/MiniMaxAI_MiniMax-M2.1-GGUF",
	filename="MiniMaxAI_MiniMax-M2.1-IQ1_M.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/MiniMaxAI_MiniMax-M2.1-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 bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/MiniMaxAI_MiniMax-M2.1-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 bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/MiniMaxAI_MiniMax-M2.1-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bartowski/MiniMaxAI_MiniMax-M2.1-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Ollama
How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with Ollama:
```
ollama run hf.co/bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
```

Unsloth Studio

How to use bartowski/MiniMaxAI_MiniMax-M2.1-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 bartowski/MiniMaxAI_MiniMax-M2.1-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 bartowski/MiniMaxAI_MiniMax-M2.1-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for bartowski/MiniMaxAI_MiniMax-M2.1-GGUF to start chatting

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/MiniMaxAI_MiniMax-M2.1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/MiniMaxAI_MiniMax-M2.1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.MiniMaxAI_MiniMax-M2.1-GGUF-Q4_K_M

List all available models

lemonade list

bartowski commited on Dec 27, 2025

Commit

d2e3038

verified ·

1 Parent(s): e924c4d

Upload folder using huggingface_hub

Browse files

Files changed (5) hide show

.gitattributes +4 -0
MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00001-of-00004.gguf +3 -0
MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00002-of-00004.gguf +3 -0
MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00003-of-00004.gguf +3 -0
MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00004-of-00004.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -66,3 +66,7 @@ MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00001-of-00004.gguf
 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00002-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text

 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00002-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
 MiniMaxAI_MiniMax-M2.1-Q4_K_S/MiniMaxAI_MiniMax-M2.1-Q4_K_S-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
+MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00001-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
+MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00002-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
+MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
+MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text

MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00001-of-00004.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:13ee50f5bb8053d60e2504d802df8a92617fb9a00726ce213ebbca3eae114730
+size 39974925952

MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00002-of-00004.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d4472fe7e90d1ef5df8705b0fb636ca3eac01b36029c3148df08a0e04bb239a8
+size 39804422848

MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00003-of-00004.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:767b2875d1826917167b282c817cde6581db2a154348679ce3d6143348b000c5
+size 39807580960

MiniMaxAI_MiniMax-M2.1-Q4_1/MiniMaxAI_MiniMax-M2.1-Q4_1-00004-of-00004.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2426154a0f1a3ce0a4383e842f01f88fa075e615738b95639582d72e78fe3ff7
+size 23725238400