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

Libraries

How to use AesSedai/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="AesSedai/MiMo-V2.5-Pro-GGUF",
	filename="IQ2_S/MiMo-V2.5-Pro-IQ2_S-00001-of-00008.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use AesSedai/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 AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf AesSedai/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 AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf AesSedai/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 AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf AesSedai/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 AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M

Use Docker

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

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

Unsloth Studio

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

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

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

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

Run Hermes

hermes

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

Lemonade

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

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull AesSedai/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

AesSedai commited on May 8

Commit

9e82208

verified ·

1 Parent(s): 4aa9785

Upload folder using huggingface_hub

Browse files

Files changed (21) hide show

.gitattributes +20 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00001-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00002-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00003-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00004-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00005-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00006-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00007-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00008-of-00009.gguf +3 -0
IQ3_S/MiMo-V2.5-Pro-IQ3_S-00009-of-00009.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00001-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00002-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00003-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00004-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00005-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00006-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00007-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00008-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00009-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00010-of-00011.gguf +3 -0
IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00011-of-00011.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -34,3 +34,23 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 imatrix.gguf filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00001-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00002-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00003-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00004-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00005-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00006-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00007-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00008-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ3_S/MiMo-V2.5-Pro-IQ3_S-00009-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00001-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00002-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00003-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00004-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00005-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00006-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00007-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00008-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00009-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00010-of-00011.gguf filter=lfs diff=lfs merge=lfs -text
+IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00011-of-00011.gguf filter=lfs diff=lfs merge=lfs -text

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00001-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:2c8d0cab489ec7fbfd1740e8280aad833d47f2528d8bfe5307d1782b1515cd90
+size 5954048

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00002-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:6d846a2463fedaaa1a90edd882703e9f576449c5f919d53df1070c1fe94b7602
+size 49061068352

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00003-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:656eac14cf265a84a47713904ec72217d1fdef37fc1f75f275b0b636c6f73397
+size 48603659424

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00004-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:dfd47d18a387f4a9ddc494ce12a33967ea86e8ee027f3169239b485a787c2c1b
+size 48603659424

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00005-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ed2cf708bec7a2d024a696ad077aada08b19286aaa27f525b23ded4f0cd0e02b
+size 48603659424

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00006-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:71fc21f3abfa9e62d278d965600163c2bd1198daf972dcdf6c44964d73935e1f
+size 48603659424

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00007-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:cd405e77ad537559bbe38324b4b86a827de7e248e7576a240789fa731da73e01
+size 48603659424

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00008-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:408f50649f008d5bb217297f2e1e22e564e3c0cbf6bef1bc6f36c53145a6e7dc
+size 48603658848

IQ3_S/MiMo-V2.5-Pro-IQ3_S-00009-of-00009.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:51f606c24799e43d51c49fe7a63f3554d873ff4efc500a0882a9ba620c2791a8
+size 36006046688

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00001-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:c13b246b18d3119979040b8bf5437bcf57c043446624da73f80793f2b14a6e0a
+size 5954048

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00002-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:043bc02c8575aee6d42841db0bf71b9bc6add94f873de042a945014533459e4c
+size 49610926432

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00003-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:045ccfbf5fa3c9c375707dce8e18eefbee5261c62c478422e6287d020499f93d
+size 49090038208

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00004-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f9e0c5f4e5a11982809361972bdf0ac6d957a4a7953e1e98a3d741474c84582c
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00005-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:2a7811fe02f49ad82a7ec22b0a8aad1f28d0d6441ea440db6ec94eb1eaf1d161
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00006-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:c5c9cd26d61ec36c12eee3c46a3f554a9117b40cea756c82b7a4dc1a75c70ec3
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00007-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:aa8f94a72fcf44b6091b3b48f637b4eb20bc6e970e06a1f729c656e1b646a754
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00008-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:cfd6f840f01fe3240e6dabfd2ca9dbda90a604b2615bb50f56cc7d311cd02b0a
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00009-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:139d98f87bc7101ba077b8be0023e805d37570bc299555a435b6f0aa7254f897
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00010-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1f1edabd19b6d28e0b78b44f10bb8241c378454e12d53044fc8f4fd2e18d620d
+size 49090037664

IQ4_XS/MiMo-V2.5-Pro-IQ4_XS-00011-of-00011.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ce9b825aa09c5e9c364aefc2d2f39b191e4a6e3fd522368b4053e207c259c2fe
+size 46209264608