Feature Extraction
GGUF
English
multilingual
embedding
sentence-similarity
llama.cpp
autoround
intel
matryoshka
Instructions to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible embeddings server: llama serve -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible embeddings server: llama serve -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible embeddings server: ./llama-server -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
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 embeddings server: ./build/bin/llama-server -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
- Llama new
- LM Studio
- Jan
- Ollama
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Ollama:
ollama run hf.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
- Unsloth Desktop
- Docker Model Runner
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Docker Model Runner:
docker model run hf.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
- Lemonade
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
Run and chat with the model
lemonade run user.Sakura-EmbeddingGemma-2-AutoRound-GGUF-Q4_K_S
List all available models
lemonade list
- Atomic Chat
Ctrl+K