Instructions to use unsloth/Kimi-K2-Thinking-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use unsloth/Kimi-K2-Thinking-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("unsloth/Kimi-K2-Thinking-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use unsloth/Kimi-K2-Thinking-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 unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
# Run inference directly in the terminal:
llama cli -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
# Run inference directly in the terminal:
llama cli -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

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 unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
# Run inference directly in the terminal:
./llama-cli -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

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 unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
# Run inference directly in the terminal:
./build/bin/llama-cli -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

Use Docker

docker model run hf.co/unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

LM Studio
Jan
Ollama
How to use unsloth/Kimi-K2-Thinking-GGUF with Ollama:
```
ollama run hf.co/unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
```
Unsloth Desktop

How to use unsloth/Kimi-K2-Thinking-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

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": "unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use unsloth/Kimi-K2-Thinking-GGUF with Docker Model Runner:
```
docker model run hf.co/unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL
```

Lemonade

How to use unsloth/Kimi-K2-Thinking-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

Run and chat with the model

lemonade run user.Kimi-K2-Thinking-GGUF-UD-Q4_K_XL

List all available models

lemonade list

Hermes Agent

How to use unsloth/Kimi-K2-Thinking-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 unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

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 unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use unsloth/Kimi-K2-Thinking-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL

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 "unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL" \
  --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"

danielhanchen commited on Nov 7, 2025

Commit

5f58b77

verified ·

1 Parent(s): e131374

Upload folder using huggingface_hub

Browse files

Files changed (11) hide show

.gitattributes +10 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00001-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00002-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00003-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00004-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00005-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00006-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00007-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00008-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00009-of-00012.gguf +3 -0
Q4_0/Kimi-K2-Thinking-Q4_0-00010-of-00012.gguf +3 -0

@@ -189,3 +189,13 @@ Q4_1/Kimi-K2-Thinking-Q4_1-00007-of-00013.gguf filter=lfs diff=lfs merge=lfs -te
 Q4_1/Kimi-K2-Thinking-Q4_1-00008-of-00013.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_1/Kimi-K2-Thinking-Q4_1-00009-of-00013.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_1/Kimi-K2-Thinking-Q4_1-00010-of-00013.gguf filter=lfs diff=lfs merge=lfs -text

 Q4_1/Kimi-K2-Thinking-Q4_1-00008-of-00013.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_1/Kimi-K2-Thinking-Q4_1-00009-of-00013.gguf filter=lfs diff=lfs merge=lfs -text
 Q4_1/Kimi-K2-Thinking-Q4_1-00010-of-00013.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00001-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00002-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00003-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00004-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00005-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00006-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00007-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00008-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00009-of-00012.gguf filter=lfs diff=lfs merge=lfs -text
+Q4_0/Kimi-K2-Thinking-Q4_0-00010-of-00012.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:329b6fd8aafd4e861e043e0891313d722fb73e1d2bccfb28821fc36dd8385dc2
+size 50002624512

+version https://git-lfs.github.com/spec/v1
+oid sha256:fcffa7bc9361a1d421371c7d9547df4574656c227b63100a4f714fb480c2a197
+size 48168906176

+version https://git-lfs.github.com/spec/v1
+oid sha256:bcef418fc8e2d9b113302cd0a0a436650c1b98a4fcb280d99d5b72880a8a19be
+size 48095634784

+version https://git-lfs.github.com/spec/v1
+oid sha256:90a1312bb0c84fc06478078955e17454a9d97285b4ef159b6776ec28d22e329b
+size 33904656384

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

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

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

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