Instructions to use olegshulyakov/nomic-embed-text-v2-moe-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use olegshulyakov/nomic-embed-text-v2-moe-GGUF with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("olegshulyakov/nomic-embed-text-v2-moe-GGUF") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] 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 olegshulyakov/nomic-embed-text-v2-moe-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 olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0 --embeddings
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible embeddings server: llama serve -hf olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0 --embeddings
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible embeddings server: ./build/bin/llama serve -hf olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0 --embeddings
- Llama new
- LM Studio
- Jan
- Ollama
How to use olegshulyakov/nomic-embed-text-v2-moe-GGUF with Ollama:
ollama run hf.co/olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0
- Unsloth Desktop
- Docker Model Runner
How to use olegshulyakov/nomic-embed-text-v2-moe-GGUF with Docker Model Runner:
docker model run hf.co/olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0
- Lemonade
How to use olegshulyakov/nomic-embed-text-v2-moe-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0
Run and chat with the model
lemonade run user.nomic-embed-text-v2-moe-GGUF-Q4_0
List all available models
lemonade list
- Atomic Chat
nomic-embed-text-v2-moe
Model creator: nomic-ai
Original model: nomic-ai/nomic-embed-text-v2-moe
GGUF quantization: provided by olegshulyakov using llama.cpp
Special thanks
🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.
Use with Ollama
ollama run "hf.co/olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0"
Use with LM Studio
lms load "olegshulyakov/nomic-embed-text-v2-moe-GGUF"
Use with llama.cpp CLI
llama-cli --hf "olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0" -p "The meaning to life and the universe is"
Use with llama.cpp Server:
llama-server --hf "olegshulyakov/nomic-embed-text-v2-moe-GGUF:Q4_0" -c 4096
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Hardware compatibility
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Model tree for olegshulyakov/nomic-embed-text-v2-moe-GGUF
Base model
FacebookAI/xlm-roberta-base Finetuned
nomic-ai/nomic-xlm-2048 Finetuned
nomic-ai/nomic-embed-text-v2-moe