Instructions to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with sentence-transformers:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF")

sentences = [
    "The weather is lovely today.",
    "It's so sunny outside!",
    "He drove to the stadium."
]
embeddings = model.encode(sentences)

similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]

Transformers

How to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use Zenabius/multilingual-e5-large-instruct-Q8_0-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 Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

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 Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

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 Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

Use Docker

docker model run hf.co/Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

LM Studio
Jan
Ollama
How to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with Ollama:
```
ollama run hf.co/Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
```
Unsloth Desktop
Docker Model Runner
How to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with Docker Model Runner:
```
docker model run hf.co/Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0
```

Lemonade

How to use Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Zenabius/multilingual-e5-large-instruct-Q8_0-GGUF:Q8_0

Run and chat with the model

lemonade run user.multilingual-e5-large-instruct-Q8_0-GGUF-Q8_0

List all available models

lemonade list

Atomic Chat

Zenabius commited on Feb 10, 2025

Commit

b6c4ced

verified ·

1 Parent(s): 4d9aa76

Upload multilingual-e5-large-instruct-q8_0.gguf with huggingface_hub

Browse files

Files changed (2) hide show

.gitattributes +1 -0
multilingual-e5-large-instruct-q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+multilingual-e5-large-instruct-q8_0.gguf filter=lfs diff=lfs merge=lfs -text

multilingual-e5-large-instruct-q8_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9e2988da4aa6d50909ad8717e00ee535f6ca3d3f090b9338ff8d83d882a6f894
+size 603097536