blaifa/multilingual-e5-large-instruct:Q8

blaifa/ multilingual-e5-large-instruct:Q8_0

277 Downloads Updated 7 months ago

A Q8_0 quantization of the famous embedding model of intfloat

embedding

ollama pull blaifa/multilingual-e5-large-instruct:Q8_0

curl http://localhost:11434/api/embed \
  -d '{
    "model": "blaifa/multilingual-e5-large-instruct:Q8_0",
    "input": "Why is the sky blue?"
  }'

import ollama

response = ollama.embed(
    model='blaifa/multilingual-e5-large-instruct:Q8_0',
    input='The sky is blue because of Rayleigh scattering',
)
print(response.embeddings)

import ollama from 'ollama'

const response = await ollama.embed({
  model: 'blaifa/multilingual-e5-large-instruct:Q8_0',
  input: 'The sky is blue because of Rayleigh scattering',
})
console.log(response.embeddings)

Details

Updated 8 months ago

8 months ago

6bc3b519b1c2 · 603MB ·

model

archbert

parameters559M

quantizationQ8_0

603MB

Readme

Multilingual E5 Text Embeddings: A Technical Report. Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei, arXiv 2024

This model has 24 layers and the embedding size is 1024.

Original Model on HF