xiankgx/panda-70m-video-captioning – Run with an API on Replicate

xiankgx / panda-70m-video-captioning

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Cold

Public
1 run
L40S
GitHub
Paper
License

Run with an API

Playground API Examples README Versions

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=xiankgx/panda-70m-video-captioning

or set up a project from scratch

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 xiankgx/panda-70m-video-captioning using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "xiankgx/panda-70m-video-captioning:c108fd3740e120f12e093768f6d2120e5bb63feaf247e58d1b839802252013f6",
  {
    input: {
      prompt: "Please faithfully summarize the following video in one sentence."
    }
  }
);

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 xiankgx/panda-70m-video-captioning using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "xiankgx/panda-70m-video-captioning:c108fd3740e120f12e093768f6d2120e5bb63feaf247e58d1b839802252013f6",
    input={
        "prompt": "Please faithfully summarize the following video in one sentence."
    }
)
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 xiankgx/panda-70m-video-captioning 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": "xiankgx/panda-70m-video-captioning:c108fd3740e120f12e093768f6d2120e5bb63feaf247e58d1b839802252013f6",
    "input": {
      "prompt": "Please faithfully summarize the following video in one sentence."
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

No output yet! Press "Submit" to start a prediction.

Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

We propose a video captioning model to generate a caption for a short video clip. The model includes vision (green) and textual (blue) branches to benefit video captioning by both video and text inputs. We release the checkpoint trained on Panda-70M.