Libraries sentence-transformers How to use HiDolen/Classical-Yinka-IQ4_XS-gguf with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("HiDolen/Classical-Yinka-IQ4_XS-gguf")
sentences = [
"那是 個快樂的人",
"那是 條快樂的狗",
"那是 個非常幸福的人",
"今天是晴天"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] Notebooks Google Colab Kaggle Local Apps Settings llama.cpp How to use HiDolen/Classical-Yinka-IQ4_XS-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 HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS
# Run inference directly in the terminal:
llama cli -hf HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS Install from WinGet (Windows) winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS
# Run inference directly in the terminal:
llama cli -hf HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS 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 HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS
# Run inference directly in the terminal:
./llama-cli -hf HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS 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 HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS
# Run inference directly in the terminal:
./build/bin/llama-cli -hf HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS Use Docker docker model run hf.co/HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS LM Studio Jan Ollama How to use HiDolen/Classical-Yinka-IQ4_XS-gguf with Ollama:
ollama run hf.co/HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS Unsloth Studio How to use HiDolen/Classical-Yinka-IQ4_XS-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 HiDolen/Classical-Yinka-IQ4_XS-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 HiDolen/Classical-Yinka-IQ4_XS-gguf to start chatting Using HuggingFace Spaces for Unsloth # No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for HiDolen/Classical-Yinka-IQ4_XS-gguf to start chatting Docker Model Runner How to use HiDolen/Classical-Yinka-IQ4_XS-gguf with Docker Model Runner:
docker model run hf.co/HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS Lemonade How to use HiDolen/Classical-Yinka-IQ4_XS-gguf with Lemonade:
Pull the model # Download Lemonade from https://lemonade-server.ai/
lemonade pull HiDolen/Classical-Yinka-IQ4_XS-gguf:IQ4_XS Run and chat with the model lemonade run user.Classical-Yinka-IQ4_XS-gguf-IQ4_XS List all available models lemonade list Atomic Chat 
Install Unsloth Studio (macOS, Linux, WSL)
# Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for HiDolen/Classical-Yinka-IQ4_XS-gguf to start chatting