elyor/nomic-embed-text-long

elyor/ nomic-embed-text-long:latest

104 Downloads Updated 2 months ago

This is built on the nomic-embed-text model and supports a context size of up to 8K tokens.

embedding

ollama pull elyor/nomic-embed-text-long

curl http://localhost:11434/api/embed \
  -d '{
    "model": "elyor/nomic-embed-text-long",
    "input": "Why is the sky blue?"
  }'

import ollama

response = ollama.embed(
    model='elyor/nomic-embed-text-long',
    input='The sky is blue because of Rayleigh scattering',
)
print(response.embeddings)

import ollama from 'ollama'

const response = await ollama.embed({
  model: 'elyor/nomic-embed-text-long',
  input: 'The sky is blue because of Rayleigh scattering',
})
console.log(response.embeddings)

Details

Updated 2 months ago

2 months ago

369bfea44723 · 274MB ·

model

archnomic-bert

parameters137M

quantizationF16

274MB

license

Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR US

11kB

params

{ "num_ctx": 8192 }

17B

Readme

The nomic-embed-text-long model provides an extra-large context length of 8196 tokens.

Usage

This model is an embedding model, meaning it can only be used to generate embeddings.

API

curl http://localhost:11434/api/embeddings -d '{
  "model": "elyor/nomic-embed-text-long",
  "prompt": "Extract large PDF files for RAG."
}'

Developer Support