sesamo-srl / bge-reranker-v2-m3

Newest reranker model from BAAI (https://huggingface.co/BAAI/bge-reranker-v2-m3). FP16 inference enabled. Normalize param available

Cold

Public
1.4K runs
T4
GitHub

Run with an API

Playground API Examples README Versions

Prediction

sesamo-srl/bge-reranker-v2-m3:8481b243

Model

sesamo-srl/bge-reranker-v2-m3:8481b243

meabm77zzhrge0cf2jjvtn12er

Status

Succeeded

Source

Web

Hardware

Total duration

2m 32s

Created

11 months ago

Input

input_str: [["ciao", "ciao"], ["Hey", "hoolaaaa"]]
normalize

{
  "input_str": "[[\"ciao\", \"ciao\"], [\"Hey\", \"hoolaaaa\"]]",
  "normalize": true
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run sesamo-srl/bge-reranker-v2-m3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "sesamo-srl/bge-reranker-v2-m3:8481b243cdbb358d1fcba5e82745c316d3420c0bbf76224757aa0b5bc7df0084",
  {
    input: {
      input_str: "[[\"ciao\", \"ciao\"], [\"Hey\", \"hoolaaaa\"]]",
      normalize: true
    }
  }
);
console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run sesamo-srl/bge-reranker-v2-m3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "sesamo-srl/bge-reranker-v2-m3:8481b243cdbb358d1fcba5e82745c316d3420c0bbf76224757aa0b5bc7df0084",
    input={
        "input_str": "[[\"ciao\", \"ciao\"], [\"Hey\", \"hoolaaaa\"]]",
        "normalize": True
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run sesamo-srl/bge-reranker-v2-m3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "8481b243cdbb358d1fcba5e82745c316d3420c0bbf76224757aa0b5bc7df0084",
    "input": {
      "input_str": "[[\\"ciao\\", \\"ciao\\"], [\\"Hey\\", \\"hoolaaaa\\"]]",
      "normalize": true
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

[ 0.9979669135884266, 0.16626283571320183 ]

Generated in

0.9 seconds

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