Instructions to use mradermacher/typhoon-ocr-7b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mradermacher/typhoon-ocr-7b-GGUF with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mradermacher/typhoon-ocr-7b-GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use mradermacher/typhoon-ocr-7b-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 mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf mradermacher/typhoon-ocr-7b-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 mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf mradermacher/typhoon-ocr-7b-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 mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf mradermacher/typhoon-ocr-7b-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 mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M
Use Docker
docker model run hf.co/mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use mradermacher/typhoon-ocr-7b-GGUF with Ollama:
ollama run hf.co/mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use mradermacher/typhoon-ocr-7b-GGUF with Docker Model Runner:
docker model run hf.co/mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M
- Lemonade
How to use mradermacher/typhoon-ocr-7b-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull mradermacher/typhoon-ocr-7b-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.typhoon-ocr-7b-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
How much of ctx to convert to gguf
Hi,
Thank you for your job. I need to know how much ctx that you convert to gguf. Cause i test the model of gguf, it show error "Requested tokens (885563) exceed context window of 70208".
You can specify the max context size using -c 128000. The error just tells you that the max context size you specified is 70208 but your API call exceeds that. The base model claims it has 128000 but this likely requires you to use sliding window attention and RoPE scaling for good results booth of which are implemented in llama.cpp.
Thank you.