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

Notebooks
Google Colab
Kaggle
Local Apps Settings

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

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -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 serve -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 Desktop

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 serve -hf AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/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

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

Hermes Agent

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 serve -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

OpenClaw

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

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "AesSedai/MiMo-V2.5-Pro-GGUF:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

AesSedai commited on May 9

Commit

8a0f85b

verified ·

1 Parent(s): 23775bc

Upload folder using huggingface_hub

Browse files

Files changed (18) hide show

.gitattributes +17 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00001-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00002-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00003-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00004-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00005-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00006-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00007-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00008-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00009-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00010-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00011-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00012-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00013-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00014-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00015-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00016-of-00017.gguf +3 -0
Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00017-of-00017.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -71,3 +71,20 @@ Q4_K_M/MiMo-V2.5-Pro-Q4_K_M-00014-of-00015.gguf filter=lfs diff=lfs merge=lfs -t
 Q4_K_M/MiMo-V2.5-Pro-Q4_K_M-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 kld_data/01_kld_vs_filesize.png filter=lfs diff=lfs merge=lfs -text
 kld_data/02_ppl_vs_filesize.png filter=lfs diff=lfs merge=lfs -text

 Q4_K_M/MiMo-V2.5-Pro-Q4_K_M-00015-of-00015.gguf filter=lfs diff=lfs merge=lfs -text
 kld_data/01_kld_vs_filesize.png filter=lfs diff=lfs merge=lfs -text
 kld_data/02_ppl_vs_filesize.png filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00001-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00002-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00003-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00004-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00005-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00006-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00007-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00008-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00009-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00010-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00011-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00012-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00013-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00014-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00015-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00016-of-00017.gguf filter=lfs diff=lfs merge=lfs -text
+Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00017-of-00017.gguf filter=lfs diff=lfs merge=lfs -text

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00001-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:e00e71ce5fb31a4e5b58e30c853af1ff539de8dfa5ba38da068ef36e42cb8073
+size 5954048

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00002-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:50b573d2bed80e0266d1788df31eef673c973ca25576e431f01770fec1620d13
+size 46485124512

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00003-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:2f270dc3c14f730e3391cd5babcd4086980e3befcc7d934cd5546daddbdb243a
+size 47567546464

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00004-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:873b8c57b89ef7a9e2f06375bda60e6ffacc82eb3ca32104016c16c484c77f13
+size 46935280416

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00005-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5291a649babbf29f732df47038a2bcf083df8f8a83a4ef18eb66c5f936ad8bda
+size 47209943456

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00006-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:d1705058afd7496eea48081b4fc059d8e6783ec05e6f416829e957a1e93f022b
+size 47567547072

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00007-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7bf80f5c4e89ea20a3367b7bc67e8d1115b3662056d66ea8fb62c8779cb12c4b
+size 46935279872

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00008-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ed0ab02b42f7fa6035e3ea369c49d5d20b44ec37752e99ac38b660b335ce67ba
+size 47209943456

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00009-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:17ebd0afc3191abb08335ce75876d88a4d811cd335899d66540643c94b2b3802
+size 47567547072

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00010-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:29622f9387e81eb4e1d094fe16e6b0ed6bb89fe0850f15ed1ebe7a5548984901
+size 46935279872

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00011-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7468a3685de352fb5f440d718781d9aae2618381b8b2b00ed60bbc969238ca2f
+size 47209944032

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00012-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1c64e06f1ed7a5dbcdef41ae21d06201b17f730bed92688231caf1efa218a792
+size 47567546496

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00013-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:8aef721d31bb680155f0fbf7455dddaa806b5899f8db4bf0dab95205b82aa13f
+size 46935280416

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00014-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:a3711eef76e906f428ca5b7084df3e9ebbc08058f1dfc72ba8bbfd1829073293
+size 47209943456

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00015-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b8eea8ea73082c02ae7b123a404412b57f88e9fe4bf23f2bbc51da0d1aeb6edd
+size 47567547072

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00016-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1491007bf73cd0eeec8e196f68ab07439862729696d90725bd9e39b228bf490b
+size 46935279872

Q5_K_M/MiMo-V2.5-Pro-Q5_K_M-00017-of-00017.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:635eaa37f44c9a0f742262f332055ad0ef8178ad436966d49932a3bca6a109fb
+size 48981726944