How to use do-me/jina-embeddings-v2-base-en with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'do-me/jina-embeddings-v2-base-en');
How to use do-me/jina-embeddings-v2-base-en with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="do-me/jina-embeddings-v2-base-en", trust_remote_code=True)
# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("do-me/jina-embeddings-v2-base-en", trust_remote_code=True) model = AutoModelForMaskedLM.from_pretrained("do-me/jina-embeddings-v2-base-en", trust_remote_code=True)
Head over to https://huggingface.co/Xenova/jina-embeddings-v2-base-en for an improved version.
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'do-me/jina-embeddings-v2-base-en');