Instructions to use ankurkaul17/minicpm-v-4.6-pdd-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="ankurkaul17/minicpm-v-4.6-pdd-gguf",
	filename="mmproj-plant-health-F16.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": [
				{
					"type": "text",
					"text": "Describe this image in one sentence."
				},
				{
					"type": "image_url",
					"image_url": {
						"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
					}
				}
			]
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use ankurkaul17/minicpm-v-4.6-pdd-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 ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
# Run inference directly in the terminal:
llama cli -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
# Run inference directly in the terminal:
llama cli -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

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 ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
# Run inference directly in the terminal:
./llama-cli -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

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 ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

Use Docker

docker model run hf.co/ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

LM Studio
Jan

vLLM

How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "ankurkaul17/minicpm-v-4.6-pdd-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": "ankurkaul17/minicpm-v-4.6-pdd-gguf",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

Ollama
How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with Ollama:
```
ollama run hf.co/ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
```

Unsloth Studio

How to use ankurkaul17/minicpm-v-4.6-pdd-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 ankurkaul17/minicpm-v-4.6-pdd-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 ankurkaul17/minicpm-v-4.6-pdd-gguf to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for ankurkaul17/minicpm-v-4.6-pdd-gguf to start chatting

How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

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": "ankurkaul17/minicpm-v-4.6-pdd-gguf:F16"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use ankurkaul17/minicpm-v-4.6-pdd-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 ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

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 ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

Run Hermes

hermes

Atomic Chat new

OpenClaw new

How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

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 "ankurkaul17/minicpm-v-4.6-pdd-gguf:F16" \
  --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"

Docker Model Runner
How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with Docker Model Runner:
```
docker model run hf.co/ankurkaul17/minicpm-v-4.6-pdd-gguf:F16
```

Lemonade

How to use ankurkaul17/minicpm-v-4.6-pdd-gguf with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull ankurkaul17/minicpm-v-4.6-pdd-gguf:F16

Run and chat with the model

lemonade run user.minicpm-v-4.6-pdd-gguf-F16

List all available models

lemonade list

Ankur Kaul Cursor commited on Jun 11

Commit

c086194

1 Parent(s): cd71278

Add GGUF model files - FP16, Q4_K_M, Q8_0, mmproj

Browse files

Co-authored-by: Cursor <cursoragent@cursor.com>

Files changed (5) hide show

.gitattributes +1 -4
mmproj-plant-v46-4x-lora-F16.gguf +3 -0
plant-v46-4x-lora-F16.gguf +3 -0
plant-v46-4x-lora-Q4_K_M.gguf +3 -0
plant-v46-4x-lora-Q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,7 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-gguf/mmproj-plant-v46-4x-lora-F16.gguf filter=lfs diff=lfs merge=lfs -text
-gguf/plant-v46-4x-lora-F16.gguf filter=lfs diff=lfs merge=lfs -text
-gguf/plant-v46-4x-lora-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
-gguf/plant-v46-4x-lora-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.gguf filter=lfs diff=lfs merge=lfs -text

mmproj-plant-v46-4x-lora-F16.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f24f77cbe66d64515d5e481f3c75aa51ece0cbaad70bd0dfde81691e0fa702bb
+size 1110101728

plant-v46-4x-lora-F16.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:bf8b1858b3dfb44fb62eddc9b84a1ac1154744b6f4b67be3373f597acea4ae5e
+size 1516275840

plant-v46-4x-lora-Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:acc5a44b2335494a8ca1df9ad8e04d7e51edde08030e28fe6a9514afe4a82d2a
+size 529101568

plant-v46-4x-lora-Q8_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:85512ce31327a1619dc198089a6c54f71293ca3e9a1f1c5805d87f9ab81b79c5
+size 811591680