kais-radwan/gte-base-onnx

By kais-radwan · ↓ 1 · ♥ 0 · Updated 2024-03-04

What's in this repo

This page lists the files in kais-radwan/gte-base-onnx, including model.onnx.

1 ONNX models (.onnx files)
9 files, including 5 .json, 1 .md, 1 .onnx, 1 .txt
Last updated 2024-03-04

ONNX files

File	Size	Download
model.onnx	—	Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

gte-base

This is a fork from https://huggingface.co/thenlper/gte-base that was optimized using Optimum and ONNX for better performance.

Usage

from transformers import AutoTokenizer
from optimum.onnxruntime import ORTModelForFeatureExtraction

tokenizer = AutoTokenizer.from_pretrained("kais-radwan/gte-base-onnx")
model = ORTModelForFeatureExtraction.from_pretrained("kais-radwan/gte-base-onnx")

Model info

feature-extraction transformers

transformers onnx bert feature-extraction text-embeddings-inference endpoints_compatible region:us

↓ 1 ♥ 0

Created: 2024-03-04

Updated: 2024-03-04

View on Hugging Face

Files (9)

.gitattributes

README.md

config.json

model.onnx ONNX

ort_config.json

special_tokens_map.json

tokenizer.json

tokenizer_config.json

vocab.txt

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