Typhoon2.1-Gemma3-12B: Thai Large Language Model (Instruct)
Typhoon2.1-Gemma3-12B is a instruct Thai 🇹🇭 large language model with 12 billion parameters, a 128K context length, and function-calling capabilities. It is based on Gemma3 12B.
This repo contains gguf q4_k_m quantization of the original Typhoon2.1 12B.
By using this model, you agree to the OpenTyphoon Terms and Conditions and acknowledge the Privacy Notice: https://opentyphoon.ai/tac · https://opentyphoon.ai/privacy
Remark: This is text only model.
Performance
Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)
brew install llama.cpp
Invoke the llama.cpp server or the CLI.
CLI:
llama-cli --hf-repo scb10x/typhoon2.1-gemma3-12b-gguf --hf-file typhoon2.1-gemma3-12b-q4_k_m.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo scb10x/typhoon2.1-gemma3-12b-gguf --hf-file typhoon2.1-gemma3-12b-q4_k_m.gguf -c 2048
Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.
Step 1: Clone llama.cpp from GitHub.
git clone https://github.com/ggerganov/llama.cpp
Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
cd llama.cpp && LLAMA_CURL=1 make
Step 3: Run inference through the main binary.
./llama-cli --hf-repo scb10x/typhoon2.1-gemma3-12b-gguf --hf-file typhoon2.1-gemma3-12b-q4_k_m.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo scb10x/typhoon2.1-gemma3-12b-gguf --hf-file typhoon2.1-gemma3-12b-q4_k_m.gguf -c 2048