Prediction

Model

google-deepmind/gemma-2b:26b2c530

zbdpnk3b2awrli3d6xmnfyuinq

Status

Succeeded

Source

Web

Hardware

A40 (Large)

Total duration

5.4s

Created

almost 2 years ago

Webhook

–

Input

prompt: Write me a poem about Machine Learning.
max_new_tokens: 256
min_new_tokens: -1
temperature: 0.7
top_p: 0.95
top_k: 50
repetition_penalty: 1.15

{
  "max_new_tokens": 256,
  "min_new_tokens": -1,
  "prompt": "Write me a poem about Machine Learning.",
  "repetition_penalty": 1.15,
  "temperature": 0.7,
  "top_k": 50,
  "top_p": 0.95
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_732**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

Run google-deepmind/gemma-2b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "google-deepmind/gemma-2b:26b2c530f16236a4816611509730c2e6f7b27875a6d33ec5cff42961750c98d8",
  {
    input: {
      max_new_tokens: 256,
      min_new_tokens: -1,
      prompt: "Write me a poem about Machine Learning.",
      repetition_penalty: 1.15,
      temperature: 0.7,
      top_k: 50,
      top_p: 0.95
    }
  }
);

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=r8_732**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run google-deepmind/gemma-2b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "google-deepmind/gemma-2b:26b2c530f16236a4816611509730c2e6f7b27875a6d33ec5cff42961750c98d8",
    input={
        "max_new_tokens": 256,
        "min_new_tokens": -1,
        "prompt": "Write me a poem about Machine Learning.",
        "repetition_penalty": 1.15,
        "temperature": 0.7,
        "top_k": 50,
        "top_p": 0.95
    }
)

# The google-deepmind/gemma-2b model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/google-deepmind/gemma-2b/api#output-schema
    print(item, end="")

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=r8_732**********************************

This is your API token. Keep it to yourself.

Run google-deepmind/gemma-2b 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": "google-deepmind/gemma-2b:26b2c530f16236a4816611509730c2e6f7b27875a6d33ec5cff42961750c98d8",
    "input": {
      "max_new_tokens": 256,
      "min_new_tokens": -1,
      "prompt": "Write me a poem about Machine Learning.",
      "repetition_penalty": 1.15,
      "temperature": 0.7,
      "top_k": 50,
      "top_p": 0.95
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output



I will not be afraid
To say that I do not know, and yet believe.
I may even write you one myself.

But please don’t let this turn into an argument.
It is time to give up the old arguments now:
What if? What if? Why should we care?

We are so much more than our neurons;
A few hundred thousand of them at most —
And they only represent 20% of our brain!

You can use your own body as data
With all those sensors on it every day.
Let us count how many steps you take in a day…

I am sure that no machine learning algorithm could ever beat the human mind at any game or activity.
As long as man remains rational …

I love logic, and mathematics, too.
When I look for something new to learn,
I always begin with some kind of math.

I was once told by a friend, who believed he knew everything,
That “All things exist because there is a God.”
But then I realized what really exists today:

“There is a God” means “God has never existed!”

{
  "id": "zbdpnk3b2awrli3d6xmnfyuinq",
  "model": "google-deepmind/gemma-2b",
  "version": "26b2c530f16236a4816611509730c2e6f7b27875a6d33ec5cff42961750c98d8",
  "input": {
    "max_new_tokens": 256,
    "min_new_tokens": -1,
    "prompt": "Write me a poem about Machine Learning.",
    "repetition_penalty": 1.15,
    "temperature": 0.7,
    "top_k": 50,
    "top_p": 0.95
  },
  "logs": "",
  "output": [
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    "",
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    "",
    "",
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    "",
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    "",
    "“God ",
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    "existed!”"
  ],
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2024-02-21T21:19:48.241279Z",
  "started_at": "2024-02-21T21:19:48.257323Z",
  "completed_at": "2024-02-21T21:19:53.663311Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/zbdpnk3b2awrli3d6xmnfyuinq/cancel",
    "get": "https://api.replicate.com/v1/predictions/zbdpnk3b2awrli3d6xmnfyuinq",
    "stream": "https://streaming-api.svc.us.c.replicate.net/v1/streams/kopfcx6o3dgigwe3klefjdz55l53rocvpmthexmi5iz7am47jyyq"
  },
  "metrics": {
    "predict_time": 5.405988,
    "total_time": 5.422032
  }
}

Generated in

5.4 seconds

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