Image-Text-to-Text
GGUF
multilingual
llama.cpp
deepseek-ocr
ocr
vision-language
multimodal
quantized
imatrix
document-parsing
conversational
Instructions to use sahilchachra/Unlimited-OCR-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use sahilchachra/Unlimited-OCR-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="sahilchachra/Unlimited-OCR-GGUF", filename="Unlimited-OCR-BF16.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 sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
Use Docker
docker model run hf.co/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use sahilchachra/Unlimited-OCR-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "sahilchachra/Unlimited-OCR-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": "sahilchachra/Unlimited-OCR-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/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
- Ollama
How to use sahilchachra/Unlimited-OCR-GGUF with Ollama:
ollama run hf.co/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
- Unsloth Studio
How to use sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for sahilchachra/Unlimited-OCR-GGUF to start chatting
- Atomic Chat new
- Docker Model Runner
How to use sahilchachra/Unlimited-OCR-GGUF with Docker Model Runner:
docker model run hf.co/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
- Lemonade
How to use sahilchachra/Unlimited-OCR-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Unlimited-OCR-GGUF-Q4_K_M
List all available models
lemonade list
Add files using upload-large-folder tool
Browse files- .gitattributes +13 -0
- Unlimited-OCR-BF16.gguf +3 -0
- Unlimited-OCR-IQ2_M.gguf +3 -0
- Unlimited-OCR-IQ3_M.gguf +3 -0
- Unlimited-OCR-IQ3_XXS.gguf +3 -0
- Unlimited-OCR-IQ4_NL.gguf +3 -0
- Unlimited-OCR-IQ4_XS.gguf +3 -0
- Unlimited-OCR-Q3_K_M.gguf +3 -0
- Unlimited-OCR-Q4_K_M.gguf +3 -0
- Unlimited-OCR-Q4_K_S.gguf +3 -0
- Unlimited-OCR-Q5_K_M.gguf +3 -0
- Unlimited-OCR-Q5_K_S.gguf +3 -0
- Unlimited-OCR-Q6_K.gguf +3 -0
- Unlimited-OCR-Q8_0.gguf +3 -0
.gitattributes
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