Instructions to use second-state/jina-embeddings-v3-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 second-state/jina-embeddings-v3-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 second-state/jina-embeddings-v3-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf second-state/jina-embeddings-v3-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf second-state/jina-embeddings-v3-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf second-state/jina-embeddings-v3-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 second-state/jina-embeddings-v3-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf second-state/jina-embeddings-v3-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 second-state/jina-embeddings-v3-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf second-state/jina-embeddings-v3-GGUF:Q4_K_M
Use Docker
docker model run hf.co/second-state/jina-embeddings-v3-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use second-state/jina-embeddings-v3-GGUF with Ollama:
ollama run hf.co/second-state/jina-embeddings-v3-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use second-state/jina-embeddings-v3-GGUF with Docker Model Runner:
docker model run hf.co/second-state/jina-embeddings-v3-GGUF:Q4_K_M
- Lemonade
How to use second-state/jina-embeddings-v3-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull second-state/jina-embeddings-v3-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.jina-embeddings-v3-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
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Download README.md from second-state/jina-embeddings-v3-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 4.05 kB
-
https://huggingface.co/second-state/jina-embeddings-v3-GGUF/resolve/main/README.md
- Command line
-
hf download hf://second-state/jina-embeddings-v3-GGUF/README.md
-
curl -L -o README.md https://huggingface.co/second-state/jina-embeddings-v3-GGUF/resolve/main/README.md
4.05 kB
metadata
base_model: jinaai/jina-embeddings-v3
model_creator: jinaai
quantized_by: Second State Inc.
jina-embeddings-v3-Embedding-GGUF
Original Model
Run with LlamaEdge
- LlamaEdge version: coming soon
Prompt template
- Prompt type:
embedding
- Prompt type:
Embedding size:
32, 64, 128, 256, 512, 768, 1024Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:jina-embeddings-v3-f16.gguf \ llama-api-server.wasm \ --prompt-template embedding \ --ctx-size 768 \ --model-name jina-embeddings-v3
Quantized with llama.cpp b6311