Instructions to use changjunlee/test with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use changjunlee/test 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 changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf changjunlee/test:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf changjunlee/test:Q4_K_M

Build from source code

git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf changjunlee/test:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama cli -hf changjunlee/test:Q4_K_M

Use Docker

docker model run hf.co/changjunlee/test:Q4_K_M

Llama new
LM Studio
Jan
Ollama
How to use changjunlee/test with Ollama:
```
ollama run hf.co/changjunlee/test:Q4_K_M
```
Unsloth Desktop

How to use changjunlee/test with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf changjunlee/test: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": "changjunlee/test:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use changjunlee/test with Docker Model Runner:
```
docker model run hf.co/changjunlee/test:Q4_K_M
```

Lemonade

How to use changjunlee/test with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull changjunlee/test:Q4_K_M

Run and chat with the model

lemonade run user.test-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use changjunlee/test with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf changjunlee/test: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 changjunlee/test:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use changjunlee/test with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf changjunlee/test: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 "changjunlee/test: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"

changjunlee commited on Mar 26

Commit

e666406

verified ·

1 Parent(s): 5309ee8

Upload folder using huggingface_hub

Browse files

Files changed (3) hide show

prefill.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
prefill.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
prefill.mlpackage/Manifest.json +18 -0

prefill.mlpackage/Data/com.apple.CoreML/model.mlmodel ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:85d3258fdd742a91b453fe29fc00138fad9deb6e23812c48cb57ccee8a7f007d
+size 2009699

prefill.mlpackage/Data/com.apple.CoreML/weights/weight.bin ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:108cb36149f2ad7a7d564960fa9768869283523e5c335d449b0d01daa4887341
+size 3582902080

prefill.mlpackage/Manifest.json ADDED Viewed

	@@ -0,0 +1,18 @@

+{
+    "fileFormatVersion": "1.0.0",
+    "itemInfoEntries": {
+        "8F64CCFA-8D60-48A0-BED0-86066041BD99": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Weights",
+            "name": "weights",
+            "path": "com.apple.CoreML/weights"
+        },
+        "E7AE024E-2F1F-4F10-8899-82A30B05AB53": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Specification",
+            "name": "model.mlmodel",
+            "path": "com.apple.CoreML/model.mlmodel"
+        }
+    },
+    "rootModelIdentifier": "E7AE024E-2F1F-4F10-8899-82A30B05AB53"
+}