How to use from
llama.cpp
Install from brew
brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mahwizzzz/lafzyn-gguf:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mahwizzzz/lafzyn-gguf:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mahwizzzz/lafzyn-gguf:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mahwizzzz/lafzyn-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 mahwizzzz/lafzyn-gguf:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mahwizzzz/lafzyn-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 mahwizzzz/lafzyn-gguf:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mahwizzzz/lafzyn-gguf:Q4_K_M
Use Docker
docker model run hf.co/mahwizzzz/lafzyn-gguf:Q4_K_M
Quick Links

Lafzyn GGUF — Urdu G2P (Quantized)

Quantized GGUF version of Lafzyn, a fine-tuned Qwen3.5-0.8B model for converting Urdu text into IPA phonetic transcriptions.

Files

File Quantization Size
lafzyn-q4_k_m.gguf Q4_K_M ~500 MB

Usage with llama.cpp

llama-cli \
  -m lafzyn-q4_k_m.gguf \
  --chat-template chatml \
  -p "<|im_start|>system
You are an expert Urdu linguist and phonetician. Convert the given Urdu word or phrase into its IPA transcription. Output only the IPA string, nothing else.<|im_end|>
<|im_start|>user
مختار احمد<|im_end|>
<|im_start|>assistant
" \
  -n 64 --temp 0
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