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andreasjansson /blip-2:f677695e
Input
Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
Run andreasjansson/blip-2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"andreasjansson/blip-2:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9",
{
input: {
caption: false,
question: "What is this a picture of?",
temperature: 1,
use_nucleus_sampling: false
}
}
);
console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
pip install replicate
REPLICATE_API_TOKEN
environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import replicate
Run andreasjansson/blip-2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"andreasjansson/blip-2:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9",
input={
"caption": False,
"question": "What is this a picture of?",
"temperature": 1,
"use_nucleus_sampling": False
}
)
print(output)
To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN
environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run andreasjansson/blip-2 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": "f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9",
"input": {
"caption": false,
"question": "What is this a picture of?",
"temperature": 1,
"use_nucleus_sampling": false
}
}' \
https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
brew install cog
If you don’t have Homebrew, there are other installation options available.
Pull and run andreasjansson/blip-2 using Cog (this will download the full model and run it in your local environment):
cog predict r8.im/andreasjansson/blip-2@sha256:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9 \
-i 'caption=false' \
-i 'question="What is this a picture of?"' \
-i 'temperature=1' \
-i 'use_nucleus_sampling=false'
To learn more, take a look at the Cog documentation.
Pull and run andreasjansson/blip-2 using Docker (this will download the full model and run it in your local environment):
docker run -d -p 5000:5000 --gpus=all r8.im/andreasjansson/blip-2@sha256:f677695e5e89f8b236e52ecd1d3f01beb44c34606419bcc19345e046d8f786f9
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "caption": false, "question": "What is this a picture of?", "temperature": 1, "use_nucleus_sampling": false } }' \ http://localhost:5000/predictions
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Output
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