Instructions to use bartowski/MiMo-V2.5-Pro-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bartowski/MiMo-V2.5-Pro-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="bartowski/MiMo-V2.5-Pro-GGUF",
	filename="MiMo-V2.5-Pro-IQ1_M/MiMo-V2.5-Pro-IQ1_M-00001-of-00006.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/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/MiMo-V2.5-Pro-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M

Ollama
How to use bartowski/MiMo-V2.5-Pro-GGUF with Ollama:
```
ollama run hf.co/bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M
```

Unsloth Studio

How to use bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF to start chatting

How to use bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use bartowski/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-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/MiMo-V2.5-Pro-GGUF:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use bartowski/MiMo-V2.5-Pro-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/MiMo-V2.5-Pro-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/MiMo-V2.5-Pro-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.MiMo-V2.5-Pro-GGUF-Q4_K_M

List all available models

lemonade list

bartowski commited on 23 days ago

Commit

de3e3cf

verified ·

1 Parent(s): 5a83172

Upload folder using huggingface_hub

Browse files

Files changed (16) hide show

.gitattributes +15 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00001-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00002-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00003-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00004-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00005-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00006-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00007-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00008-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00009-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00010-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00011-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00012-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00013-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00014-of-00015.gguf +3 -0
MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00015-of-00015.gguf +3 -0

@@ -83,3 +83,18 @@ MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00014-of-00017.gguf filter=lfs diff=lfs me
 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00015-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00016-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00017-of-00017.gguf filter=lfs diff=lfs merge=lfs -text

 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00015-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00016-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
 MiMo-V2.5-Pro-Q4_1/MiMo-V2.5-Pro-Q4_1-00017-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00001-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00002-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00003-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00004-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00005-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00006-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00007-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00008-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00009-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00010-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00011-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00012-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00013-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00014-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
+MiMo-V2.5-Pro-Q4_0/MiMo-V2.5-Pro-Q4_0-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:e8e28485bc99fb1a9c1ed012f8fff77e72e16d6607eebcac899eae0f1afce72b
+size 39261654688

+version https://git-lfs.github.com/spec/v1
+oid sha256:d9a724b6db99399ae0137b3202491790f7b8a090b424b9de1a1eede8e367de69
+size 39756165696

+version https://git-lfs.github.com/spec/v1
+oid sha256:5f8f89f225ed9e065530f78108769e34827fe01788b0f039e1d555f5fc09cc29
+size 38699764608

+version https://git-lfs.github.com/spec/v1
+oid sha256:e3e3fda24f7fee0d555a2e396cf81f89ca18ce94f9e2b34e8036b058b35e1706
+size 38840734176

+version https://git-lfs.github.com/spec/v1
+oid sha256:c684c57e51b502b6e7144b4fc7209f73f1141e20adef9e9e26455dcad9055459
+size 38850196064

+version https://git-lfs.github.com/spec/v1
+oid sha256:c44ce4b198c066815b82e5b3cc2da5429e61d8d2f4dffc9f181e04de82a9c91e
+size 38850196640

+version https://git-lfs.github.com/spec/v1
+oid sha256:c882d517ee9bb0b290054e843d3d06f06ac7a1414e3f7a82fb551e6579d7d536
+size 38699764032

+version https://git-lfs.github.com/spec/v1
+oid sha256:158bb3bdb719b63d1da52e02e06ab3ae4685398976eccf63179d57f01dc6b6b2
+size 38840734752

+version https://git-lfs.github.com/spec/v1
+oid sha256:66767a5249ceae5b1d2868b356cf8c474c426dfffd0cd22d5e57a400af2ffc62
+size 34192649600

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

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

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

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