How to use mekpro/gemma-3n-e2b-thailawqa with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mekpro/gemma-3n-e2b-thailawqa", device_map="auto")
How to use mekpro/gemma-3n-e2b-thailawqa with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0 # Run inference directly in the terminal: llama cli -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0 # Run inference directly in the terminal: llama cli -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0
# 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 mekpro/gemma-3n-e2b-thailawqa:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0
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 mekpro/gemma-3n-e2b-thailawqa:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf mekpro/gemma-3n-e2b-thailawqa:Q8_0
docker model run hf.co/mekpro/gemma-3n-e2b-thailawqa:Q8_0
How to use mekpro/gemma-3n-e2b-thailawqa with Ollama:
ollama run hf.co/mekpro/gemma-3n-e2b-thailawqa:Q8_0
How to use mekpro/gemma-3n-e2b-thailawqa with Docker Model Runner:
How to use mekpro/gemma-3n-e2b-thailawqa with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull mekpro/gemma-3n-e2b-thailawqa:Q8_0
lemonade run user.gemma-3n-e2b-thailawqa-Q8_0
lemonade list
https://huggingface.co/mekpro/gemma-3n-e2b-thailawqa/resolve/main/processor_config.json
hf download hf://mekpro/gemma-3n-e2b-thailawqa/processor_config.json
curl -L -o processor_config.json https://huggingface.co/mekpro/gemma-3n-e2b-thailawqa/resolve/main/processor_config.json
