Instructions to use PaddlePaddle/PaddleOCR-VL-1.6-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use PaddlePaddle/PaddleOCR-VL-1.6-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="PaddlePaddle/PaddleOCR-VL-1.6-GGUF", filename="PaddleOCR-VL-1.6-GGUF-mmproj.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 PaddlePaddle/PaddleOCR-VL-1.6-GGUF with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF # Run inference directly in the terminal: llama-cli -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF # Run inference directly in the terminal: llama-cli -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF
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 PaddlePaddle/PaddleOCR-VL-1.6-GGUF # Run inference directly in the terminal: ./llama-cli -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF
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 PaddlePaddle/PaddleOCR-VL-1.6-GGUF # Run inference directly in the terminal: ./build/bin/llama-cli -hf PaddlePaddle/PaddleOCR-VL-1.6-GGUF
Use Docker
docker model run hf.co/PaddlePaddle/PaddleOCR-VL-1.6-GGUF
- LM Studio
- Jan
- Ollama
How to use PaddlePaddle/PaddleOCR-VL-1.6-GGUF with Ollama:
ollama run hf.co/PaddlePaddle/PaddleOCR-VL-1.6-GGUF
- Unsloth Studio
How to use PaddlePaddle/PaddleOCR-VL-1.6-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 PaddlePaddle/PaddleOCR-VL-1.6-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 PaddlePaddle/PaddleOCR-VL-1.6-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for PaddlePaddle/PaddleOCR-VL-1.6-GGUF to start chatting
- Atomic Chat new
- Docker Model Runner
How to use PaddlePaddle/PaddleOCR-VL-1.6-GGUF with Docker Model Runner:
docker model run hf.co/PaddlePaddle/PaddleOCR-VL-1.6-GGUF
- Lemonade
How to use PaddlePaddle/PaddleOCR-VL-1.6-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull PaddlePaddle/PaddleOCR-VL-1.6-GGUF
Run and chat with the model
lemonade run user.PaddleOCR-VL-1.6-GGUF-{{QUANT_TAG}}List all available models
lemonade list
Update metadata (tokenizer.chat_template)
Browse filesUpdated metadata:
* **tokenizer.chat_template**:
```django
{%- if not add_generation_prompt is defined -%}
{%- set add_generation_prompt = true -%}
{%- endif -%}
{%- if not cls_token is defined -%}
{%- set cls_token = "<|begin_of_sentence|>" -%}
{%- endif -%}
{%- if not eos_token is defined -%}
{%- set eos_token = "</s>" -%}
{%- endif -%}
{{- cls_token -}}
{%- for message in messages -%}
{%- if message["role"] == "user" -%}
{{- "User: " -}}
{%- if message["content"] is string -%}
{{- message["content"] }}
{%- else -%}
{%- for content in message["content"] -%}
{%- if content["type"] == "image" -%}
{{ "<|IMAGE_START|><|IMAGE_PLACEHOLDER|><|IMAGE_END|>" }}
{%- endif -%}
{%- endfor -%}
{%- for content in message["content"] -%}
{%- if content["type"] == "text" -%}
{{ content["text"] }}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{{ "\n" -}}
{%- elif message["role"] == "assistant" -%}
{{- "Assistant:\n" -}}
{%- if message["content"] is string -%}
{{- message["content"] }}
{%- else -%}
{%- for content in message["content"] -%}
{%- if content["type"] == "text" -%}
{{ content["text"] }}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{{ eos_token -}}
{%- elif message["role"] == "system" -%}
{%- if message["content"] is string -%}
{{- message["content"] }}
{%- else -%}
{%- for content in message["content"] -%}
{%- if content["type"] == "text" -%}
{{ content["text"] + "\n" }}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{%- endif -%}
{%- endfor -%}
{%- if add_generation_prompt -%}
{{- "Assistant:\n" -}}
{%- endif -%}
```
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